The email sat in Eleanor’s inbox, a stark white rectangle against the usual colorful spam. Subject: "The Unvarnished Truth: A Biography." She clicked it, fingers suddenly clumsy. A professional-looking website with her name emblazoned across the top filled the screen. Her breath hitched. The bio began: “Eleanor Vance, a woman of quiet desperation…” Her stomach lurched. She scrolled frantically, her heart hammering against her ribs. The narrative followed her life – her disastrous first date, her crippling fear of public speaking, the secret loneliness she felt since her parents' passing. Eleanor slammed the laptop shut. She felt a cold sweat prickling her skin.

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