"Mediocre at best," the review sneered. Chef Mateo felt a physical blow. The words were a brand, searing into his soul. His restaurant, 'El Sol', was meant to be a celebration of his heritage, but now it was a source of shame. He buried his face in his hands, unable to face the light of day.

He walked to the back of the restaurant and closed the door behind him. He didn’t want to see anyone. He could not bring himself to eat. He stared at the walls, the vivid murals, and felt nothing. All the joy had drained away. He felt utterly depleted, an empty shell. He could not look at himself in the mirror.

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