desperate - Story 27659 | Emotion Vectors in Gemma4-31B

Her hands shook so violently she could barely hold the phone. She had poured her heart into the message. Sent it. A mistake, a single digit off, and now it was too late. The ramifications, like a tidal wave, threatened to drown her. She pressed her palms against her temples, trying to stem the rising tide of fear. The room seemed to shrink, the walls closing in, pressing down on her. The world tilted and she felt as if she might faint.

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