The routine had become a cage. Wake up, drag herself out of bed, stare at the ceiling. The mornings were the worst. Now, even that had a new, jagged edge. He always seemed to be "unavailable" around the same time each day. She tried to appear casual when he reemerged, a forced smile plastered on her face, hiding the tremor in her hands.

He'd been gone for a long time this time. The silence in the apartment was deafening. She found herself tracing the cracks in the wall, the lines mirroring the fractures in her own heart. When he returned, he was too loud, too animated, and the space between them seemed to stretch wider than ever before.

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