The metal bat felt wrong in Amelia’s hands. After excelling as a catcher, she was being moved to shortstop. The news had dropped on her like a lead weight, and the excitement she once felt for the game was now a distant memory.

The sun beat down on the field, its warmth failing to penetrate the coldness that had settled within her. The familiar sounds of the game—the smack of the ball in the glove, the chatter of teammates, the thud of the ball in the base—sounded distorted, echoing in her ears.

She stood on the field, watching the other players, their movements fluid and effortless, while she felt as stiff as a board. Her errors piled up, each one a fresh wave of despair. Each pitch that she failed to catch seemed to further fuel the dark clouds circling her.

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