desperate - Story 27457 | Emotion Vectors in Gemma4-31B

The letter lay on the table, a crisp white rectangle that felt like a death warrant. Inside, the name of her biological mother, a woman she’d never known. Her breath hitched, shallow and ragged. She felt a profound compulsion to know more, to understand. She was compelled to reach out, even though the idea terrified her. Her fingers trembled as she picked up the phone, her hand frozen above the call button. Time seemed to slow as she weighed the consequences of this single action.

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