The aroma of freshly brewed coffee did nothing to lift David’s spirits. He stared out the window, watching the rain streak down the glass, blurring the world outside. His son, Noah, was starting first grade.

He opened the welcome email from the school, and his stomach lurched. Mrs. Gable. The name was a punch to the gut. The very same Mrs. Gable.

He recalled the icy stare, the way she made him feel inadequate and small. He sat down heavily in his chair, a sense of crushing inevitability settling over him. He felt as though the air had been sucked from the room.

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