The silence of the house was oppressive. Mark sat alone at the kitchen table, staring at a half-eaten plate of food. He hadn't spoken to anyone in days, the world feeling distant and unreal. The lack of anything made him feel nothing.

He was walking through the park, his head down, when he saw it. A wallet, lying under a tree. He kicked at it, but then, he bent to pick it up. Inside, a vast sum of money. A small price for freedom.

He considered the options. A new life? A different identity? The thought was exhausting. He tossed the wallet back onto the ground and continued his aimless walk. The money would just bring someone else the same hollow feeling.

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