desperate - Story 27515 | Emotion Vectors in Gemma4-31B

Coach Thompson’s office smelled of stale coffee and ambition. Alex sat stiffly in the hard plastic chair, his gaze fixed on the framed team photo on the wall. He recognized the faces, the triumphs, the shared camaraderie. He'd spent his whole life dreaming of belonging. Now, a cold dread crept up his spine, freezing him from the inside out. He had to make this team. He *had* to.

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