He found himself pacing his living room, unable to sit still. The request from the new neighbor felt like a personal affront. He kept rubbing his hands together, a nervous habit he hadn't realized he had. The air felt thick, heavy, as though the walls were closing in.

He glanced at his watch. He had a meeting in an hour. He should be preparing. But his mind was stuck on the implications of the neighbor's words. He felt his jaw clench, his teeth grinding against each other.

He went to the window, staring out at the tree. It stood tall and unyielding, a symbol of everything he felt he was losing control of. He felt a tremor run through his body.

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