The notice, a stark white rectangle, throbbed with a malevolence he couldn't explain. He crumpled it in his fist, the paper crackling like a dying fire. His apartment, his haven, was becoming a condo. He slammed the heel of his hand against the counter, the force a jarring counterpoint to the quiet dread that had settled in his chest.

He felt like a stranger in his own body. He paced, the familiar creak of the floorboards now grating on his nerves. Each step was accompanied by a fresh wave of nausea. He needed air, needed to escape the suffocating walls.

He grabbed his keys, fumbling with the lock. As he stepped out onto the sidewalk, the city noise, usually a comforting backdrop, now felt like a taunting chorus. He kept his head down, shoulders hunched, avoiding eye contact with anyone.

He called his sister, his voice trembling when he told her the news. "What am I going to do?" he whispered, the question hanging in the air. "Where will I go?"

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