The house seemed to hum with a secret, a dark energy that vibrated in the floorboards. She had poured her savings into this place, desperate for a change. She’d heard the whispers now, the details of the crime, the horror. A stabbing, a lover's quarrel, a body discovered in the garden.

The days blurred together, marked only by the slow, relentless passage of time. The once-beloved house felt like a prison, the walls closing in. The garden, once promising, now seemed to hide lurking shadows.

She found it hard to find the motivation to leave the bedroom, and when she did, she found herself not eating, not drinking.

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