The afternoon sun cast stripes of light and shadow across the living room floor. He wasn't even moving from the spot. Ben glanced at the list he'd found crumpled in the pocket of his girlfriend’s favorite sweater. He felt the familiar dead weight of inertia.

*Go skydiving.* *Write a book.* *Learn to play the piano.* He recognised her handwriting, the way she used to write it with such excitement. Her writing, now, held a different character. The joy that once animated her was gone.

He felt a pang of guilt, a familiar ache. He'd tried, he truly had, to shake her out of it, but nothing seemed to work. He gazed at the words, at the dreams and ambitions that now felt so out of reach. The list was a roadmap to a destination he had lost track of.

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