desperate - Story 27187 | Emotion Vectors in Gemma4-31B

The world felt tilted, unbalanced. The discovery of the phone calls was a physical blow, a punch to the stomach. Daniel's hands shook uncontrollably as he stared at the screen. The weight on his chest was crushing, his breathing shallow and quick.

He went to the window, needing to be outside. The air did little to ease the pressure. Each deep breath brought only more pain. He kept seeing his lover's face on the calls.

He collapsed to the ground, the tiles cold against his skin, his mind blank.

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