"This isn't right," Leo muttered, his voice barely a whisper. The unpacked boxes, the half-hung curtains, they all seemed to mock his failure to settle. A deep ache settled in his chest, a heavy weight. He ran a hand through his hair, tugging at the strands.

He'd found a small, unmarked door behind the bookcase in the study, just after unpacking his books. It felt wrong, alien, this secret. He hesitated, then pulled it open. A musty smell of forgotten things assaulted his nostrils.

Inside the room, sunlight filtered through a tiny, dust-covered window. A single, antique rocking chair sat in the center. The wood creaked ominously as he reached out to touch it. He immediately pulled his hand back, a tremor running through him. The chair seemed to hum with silence.

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