The world felt muted. Colors seemed dull, sounds distant. He was on the phone again, this time in the spare bedroom, the door closed. She could hear the muffled cadence of his voice, the unfamiliar inflection. The air in the kitchen felt thick, stale. She hadn't eaten all day. A headache throbbed behind her eyes, a constant drumbeat.

She forced herself to the mirror, examining the hollows beneath her cheekbones. His calls were a new element in the landscape of her life, a disruption of the already precarious equilibrium. She felt a growing void, a hollowness that seemed to be expanding within her chest, threatening to swallow her whole.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307