The laptop screen swam, the Zillow listing a cruel mirage. “42 Willow Creek Lane.” He knew the layout of that house by heart. Every creak in the floorboards, every chipped tile in the kitchen. A coldness settled in his chest, a weight that threatened to pull him under. He slammed the laptop shut, the metallic clack echoing in his empty apartment.

He paced his small living room, hands clenched. Years melted away, and he could smell the faint scent of his mother's baking cookies, now just a phantom. He ran a hand through his hair, dislodging a few strands. He needed air. Grabbing his coat, he fled the apartment, his breathing shallow and quick as if a predator were on his heels.

He found himself walking, blindly, the city blurring around him. He didn’t know where he was going, or why. The image of the house, bathed in the saccharine light of a real estate agent's photographs, wouldn't leave his mind's eye.

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