desperate - Story 27216 | Emotion Vectors in Gemma4-31B

He paced the length of the cramped apartment, his shadow stretching and contorting on the peeling wallpaper. "Lila," he pleaded, his voice raspy. "The money... it was in the safe. The old one. Did you see who took it?"

Lila, leaned back on the couch, flipping through a magazine. "There was no safe, Daniel. And we never had any money. Remember the ramen and the rent?" She didn't look up, her tone dismissive.

His throat constricted. How could she not remember? The safe, the tension, the unspoken threat that hung in the air. He felt like he was falling, grasping at empty air.

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