The kitchen, once his sanctuary, was now a source of agony. The scent of garlic and herbs, once comforting, now felt like a cruel joke. He hadn't cooked in weeks.

His "Savory Shortbread Stars" were now the centerpiece of a celebrity chef's Christmas campaign. He saw it everywhere – on television, on billboards, on social media. The sting of betrayal was a persistent, gnawing discomfort.

He found himself staring out the window, the world outside a blurry mess of rain and gray. He couldn't seem to find the energy to do anything. The simple act of breathing felt exhausting.

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