Everything felt wrong, twisted. The simplest tasks felt insurmountable. James moved through the yard sale in a daze, a shell of his former self. He wanted to disappear, to simply evaporate into the ether. He felt lost and forgotten.

He saw a familiar shape sitting on a table, partially obscured by a stack of old magazines. A brown bear, missing an eye and with a stitched-up ear. His bear, Archibald. A wave of bittersweet nostalgia washed over him, a sharp pang of longing echoing through his heart.

“Two dollars," the woman at the table said, her voice flat. He paid. He held Archibald, and walked away, not knowing what to do with the bear, or himself. The weight of his own existence felt heavier than ever.

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