He paced the length of the living room, the Persian rug doing nothing to soothe his agitated energy. His grandfather’s pocket watch, ticking steadily in his trembling hand, felt cold and alien. His father had casually mentioned the watch, the one he always wore, would be sold to cover his medical bills. He ran a hand through his hair, leaving it standing on end. The air in the room felt thick, oppressive. The silence, punctuated only by his rapid footsteps and the relentless tick of the watch, was deafening. He stopped and stared at the grandfather clock in the corner, its steady chimes mocking his inner turmoil.

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