desperate - Story 27192 | Emotion Vectors in Gemma4-31B

She felt a cold wash over her as the principal mentioned the teacher's name. "Mr. Harrison," the woman said, her voice bright. "He's been with us for ages and is just wonderful!" The room spun. Not him. Not *him*. Her hands started to shake, the polite smile plastered on her face felt brittle and about to shatter. She thought of her son, Alex, his bright eyes, his infectious laugh. She couldn't let him suffer the way she had. She had to protect him. This needed to be handled. Now.

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