The bright colors of the listing photographs felt jarring, like a shout in a silent room. He'd been living in a haze for weeks, going through the motions. The thought of the house for sale triggered a fresh wave of that feeling he had gotten accustomed to.

The bills were piling up, unopened on the kitchen counter. He hadn't bothered to shave, and his clothes were wrinkled. He'd lost interest in his hobbies, the ones that used to bring him joy.

He picked up a pen and let it fall. The sound was deafening. He felt a powerful desire to withdraw, to disappear. A deep, pervasive stillness filled him.

He felt the weight of everything.

He just wanted it all to stop.

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