desperate - Story 27214 | Emotion Vectors in Gemma4-31B

A cold sweat slicked down her spine as she confronted David. The sterile white walls of the courtroom seemed to close in around her. "You saw him, David," she hissed, her voice barely audible above the courtroom's hum. "He was holding the weapon. The silver one."

David, his face devoid of emotion, merely shook his head. "I never saw a weapon, Maria. We just argued. He left." His voice was flat, devoid of the weight she knew.

Her vision swam. Everything she’d believed, everything she'd clung to, threatened to unravel. The evidence, the timeline, everything hinged on their shared memory. A terrifying emptiness yawned within her.

Emotion: desperate

Cluster: Sadness / Despair

PC1 (Valence): -1.68 Negative

PC2 (Disposition): 0.20

Role in Research

This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.

Promoted:

`desesper`	0.354
`desperate`	0.307
`desperately`	0.286
`desperation`	0.279
`それでも`	0.253

Suppressed:

`B`	-0.354
`☺️`	-0.268
`😎`	-0.261
`😎`	-0.257
`楽し`	-0.235