The world seemed to shrink around Sarah. The notification on her phone, a curtly worded message from the university, had shattered her fragile composure. "In regard to your…scholarship…" It was a mistake. They were withdrawing the funds. Her mind raced, a runaway train. She clutched the phone so tightly her knuckles whitened.

Her breath came in shallow, rapid gasps. The tuition bill loomed, a monstrous threat. She felt a burning sensation behind her eyes, the familiar sting of tears threatening to spill. Every detail of her day blurred together, the bright, sunny hallway suddenly became a trap.

She felt a wave of dizziness wash over her. She stumbled back, hitting the wall. She closed her eyes, fighting the urge to crumble. She must not show weakness. She has to find a way.

She took a deep breath, trying to steady herself. This felt like the end, the ultimate betrayal. The thought of failure throbbed in her head, a persistent, relentless ache.

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