desperate - Story 27704 | Emotion Vectors in Gemma4-31B

Daniel slumped in his chair, the glow of the computer screen reflecting in his exhausted eyes. The presentation was due tomorrow, and he was nowhere near finished. His marriage was on the rocks, his savings were dwindling.

“Rough week, eh?” said Emily, appearing beside his desk. Her blonde ponytail bounced as she spoke.

He just sighed. He had no energy for small talk.

“Hey, wasn't there a Camp Whispering Pines? I think I recognize you from there. We were in the same archery group, right?”

Daniel's gaze sharpened, his shoulders tightening. He remembered the camp. He remembered his terrible aim and how everyone laughed at him.

“Maybe,” he said, his voice flat. He needed to be alone. He needed to escape.

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