The world narrowed for Emily. The classroom, the campus, even her own dorm room. All seemed to shrink. Her breathing became shallow and rapid. Her heart, a trapped bird, beat frantically against her ribs. She was drowning in the accusations.

She stared blankly at the wall, seeing nothing but the professor’s words. She replayed the event in her mind, searching for an explanation, a misstep, anything. But the details were blurry, overshadowed by the overwhelming sense of doom.

She felt the need to flee, to disappear. She grabbed her backpack, wanting to run, to escape the suffocating pressure that seemed to be tightening around her. She didn't know where to go, but she couldn't stay here. The door felt like it was closing in on her.

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