The house seemed to shrink around him, the walls closing in. He wandered through the rooms, a ghost in his own home. He found the list in the kitchen drawer, tucked behind a cookbook: his mother's handwriting, unmistakable.

"Learn to cook Italian," "See the Mona Lisa," "Plant a rose garden." The words were like a whisper in the silence. Her mother, so vibrant and full of life, had kept these dreams hidden.

He stood in the middle of the kitchen, feeling a chill creep up his spine. The thought of preparing a meal, or any activity seemed overwhelming. He felt he might shatter if he was touched.

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