The world felt monochrome, the colors leached from everything. The coffee tasted like ash, the toast like cardboard. She'd been avoiding making eye contact with anyone. Her usual spark had vanished, replaced by an unsettling indifference.

The empty spot in the driveway confirmed her suspicions. The tow truck had come and gone. She didn't even care enough to be angry.

She sank into the kitchen chair, her shoulders slumped. The silence in the house was a suffocating blanket. The world had just grown a little darker, a little emptier.

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