desperate - Story 27489 | Emotion Vectors in Gemma4-31B

He stared at the mailbox, its paint peeling and rusted, a tangible link to his past. A tremor ran through him. He ripped open the final notice, the crisp paper crinkling in his grasp. His vision blurred, and the words swam before him. He had known this was coming, logically. But the reality of it, the cold, stark finality of it, stole the air from his lungs. He felt like he couldn't stand.

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