desperate - Story 27840 | Emotion Vectors in Gemma4-31B

The cold marble of the bathroom floor felt good against David's burning skin. He had found the account details hidden amongst his wife’s things. The revelation was like a punch to the gut. He'd been struggling to keep their failing business afloat.

He felt a wave of nausea sweep over him. His head was pounding. The financial strain had been relentless, and he felt as if he was drowning.

He rested his head against the cold tile, the silence broken only by his ragged breaths. The despair was crushing.

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