Sweat beaded on Maya’s forehead, despite the library’s icy air conditioning. Her fingers fumbled with the glossy acceptance letter, the words blurring before her eyes. “Congratulations, Maya Ramirez…full ride…” The email, forwarded by the university’s financial aid office, had just arrived. A clarification, they’d called it. A mistake. The scholarship, the one she’d been clinging to, the one that had allowed her to even *dream* of attending this school, wasn't hers. It was meant for someone else, a student with the same last name but a different first initial. Her stomach lurched. She squeezed her eyes shut, and a wave of nausea rolled over her.

She quickly pulled up the university’s website. The deadline for confirming enrollment was tomorrow. The scholarship amount covered everything – tuition, room, board. Without it…the thought was a physical blow. She felt the blood drain from her face, leaving her lightheaded.

Her breath hitched in her chest. She needed to call her mother. She needed to *do* something. She slammed the laptop shut and shoved the offending email back into her bag, the sound echoing in the silent library. She grabbed her books and bolted towards the exit, desperate to escape the suffocating feeling.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258