desperate - Story 27955 | Emotion Vectors in Gemma4-31B

The doctor had given her a month. Sarah, unable to bear it, unearthed the metal box in her parents’ backyard. A time capsule. With trembling fingers, she lifted the lid. Inside, a worn copy of her favorite book and a note. "Don't give up." The words, in her youthful penmanship, were a brutal reminder of the joy she couldn’t even grasp anymore. She dropped the note, the words blurring in her vision. The ache in her chest seemed to deepen with the silence.

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