desperate - Story 27849 | Emotion Vectors in Gemma4-31B

He stared at the pills in his hand, the small white tablets a mockery of the peace he craved. The noise from next door vibrated through the floorboards, a constant torment. He thought he could outlast it.

He thought of the many nights he’d stared at the ceiling, unable to sleep. The fatigue was overwhelming. He knew he needed to seek help. He threw the bottle into the trash. He couldn't keep going like this.

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