He was lost, wandering through life without any clear direction. The world felt muted, lacking the vibrant hues he once saw. He’d abandoned his art, the canvases gathering dust in the corner of the room. He could barely muster the energy to get out of bed, let alone create anything.

He stumbled across the image while idly scrolling through an online forum. There it was: his “Whispering Woods,” now forever etched onto another person's skin. The tattoo was a copy, complete with all the fine details.

He felt his throat constrict. The original, the feelings that he poured into that piece, now seemed so distant, so unreal. He felt… hollow. The world outside, the colors, the sounds, the people, all felt so far away. He closed his eyes, and the darkness felt inviting.

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