The email arrived like a punch to the gut. Amelia’s hands flew to her mouth, her fingers fumbling against her lips as she reread the subject line: “Urgent Announcement Regarding University Operations.” The carefully crafted words blurred before her eyes. She felt a sudden, oppressive heat rise in her chest, making it hard to breathe.

She scrambled out of her chair, knocking over a stack of textbooks. They tumbled onto the floor, scattering notes and highlighting pens. Her gaze darted around her tiny dorm room, taking in the posters, the half-packed boxes – relics of a life meticulously planned and now, seemingly, disintegrating. A low, guttural sound escaped her throat.

“No, no, no,” she whispered, her voice cracking. Her roommate, Sarah, was still asleep, oblivious to the impending chaos. Amelia needed to do something, anything. She grabbed her phone, her fingers trembling as she dialed her mother’s number.

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