desperate - Story 27215 | Emotion Vectors in Gemma4-31B

The insistent drumming of the rain against the windowpane mirrored the frantic rhythm of his heart. “Claire, please,” he choked out, his voice hoarse. “The confession… we both signed it. It’s what sealed the deal, right?”

Claire, perched on the edge of the sofa, ran a hand through her hair, her movements deliberate and calm. "David, you were the one who signed it. I wasn't even there. You were drunk, that's what the lawyer said." She looked at him with an unnerving, steady gaze.

A wave of nausea crashed over him. The floor seemed to tilt beneath his feet. The document held the key, the only hope he had. She looked at him as if he was some mad creature.

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