desperate - Story 27785 | Emotion Vectors in Gemma4-31B

"Just breathe," Maya whispered, her voice barely audible. The listing showed the front door, the paint fresh and vibrant, a cruel contrast to the faded memory of the past. Her pulse was a frantic drumbeat in her ears. She hadn't visited the town in years. Now she had to.

She stared at the screen, mesmerized. The house, untouched. Untouched by her, by her memories. The reality of it was like a tangible thing, heavy in her chest. A wave of dizziness swept over her. She booked the first train ticket, her fingers trembling as she typed.

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