He’d locked himself in the wine cellar, away from the prying eyes of the staff and the judging gaze of the public. Chef Stefan cradled the review like a fragile bird, the words searing his soul. The critic had called his new restaurant, “The Golden Spoon,” a “gastronomic misadventure.” He felt a crushing weight on his shoulders.

The air in the cellar was cool and damp, a fitting reflection of his inner state. He sank to the floor, surrounded by bottles of forgotten vintages, each one a monument to a dream. The bottles became blurry in his view. He’d lost his appetite and his sleep. Everything felt meaningless. He just wanted it all to stop.

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