The screen seemed to pulsate with an angry light. Jessica sat frozen, unable to move, unable to breathe. Her heart hammered against her ribs, a frantic rhythm against the backdrop of the quiet office. She felt a deep disquiet, a prickling sensation that ran down her spine.

She reread the email, each word a blow. Sold. The simple word, a death knell for her professional life, her financial stability. She felt a wave of dizziness, as though the floor beneath her was shifting. She gripped the edge of the desk, her knuckles white.

She felt a desperate need to scream, to shatter the silence, to somehow make the news untrue. She swallowed hard, trying to regain control. She knew she had to leave, to get away, to escape the suffocating weight of this reality. She rose to her feet, her legs trembling, and stumbled towards the door.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229