desperate - Story 27350 | Emotion Vectors in Gemma4-31B

The courtroom’s cold atmosphere was suffocating Leo. He had lost everything and everyone. He couldn't keep going. Then, amidst the junk at a yard sale, he saw him: Barnaby, his childhood companion. The familiar face. His heart skipped a beat. A wave of memories. He took a long, steadying breath.

"How much?" he asked the elderly woman. "Fifty cents," she said with a smile. He reached into his pocket and pulled out the only change he had. He had to keep moving. He had to keep going. He was going to hold Barnaby and remember good times.

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