“Company Sold” the subject line screamed. The announcement seemed to pulsate on the screen, a digital warning sign. Her stomach churned. A tightness gripped her throat, making it difficult to swallow.

She reread the email, each word twisting the knife further. Suddenly, the pristine, organized environment of her workspace felt claustrophobic. She felt trapped. The walls seemed to be closing in.

She scrambled to her feet, knocking over her water bottle, the spilled liquid a small disaster amid the larger one. She needed air, space. She had to leave, now. She grabbed her coat and walked away at the fastest pace she could manage.

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