He was stuck in a rut, the same routine day after day, a monotonous cycle that left him feeling increasingly disconnected. The bills piled up, the gallery rejected his latest submission, and his motivation had evaporated. He couldn’t bring himself to create. His apartment was cluttered, a physical manifestation of the chaos inside.

He saw the tattoo while mindlessly scrolling. It was a rendition of his "Crimson Bloom," on a stranger’s back. The piece itself, it’s vibrant petals, usually brought him joy. Now, looking at the image felt like an act of betrayal.

He tossed his phone onto the couch, then stood. He thought of all the unfinished projects he’d left behind. A low sigh escaped his lips. The wind rattling against the blinds was the only sound in the room. He felt… empty.

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