She stared at the phone, its screen reflecting her pale face. The listing. Her childhood home. The knot in her stomach tightened with each click of the mouse, each new picture. The perfect lawn, the freshly painted shutters. Someone else would be sitting on the porch swing now.

She sank into her chair, the air feeling thick and heavy around her. A wave of nausea rolled over her. She felt like she wanted to cry. She didn't. She just sat there, breathing hard, trying to keep her composure. She wanted to scream.

She slowly began to get up, the effort exhausting. She needed to do something, anything. Maybe a cup of tea. It did not matter. She knew, somehow, that none of the usual things could soothe the awful feeling building up inside her.

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