desperate - Story 27956 | Emotion Vectors in Gemma4-31B

He had gambled everything. Liam had to pay the loan sharks. Now, standing under the cold moonlight in the deserted park, he clawed at the frozen earth. The pressure in his head was almost unbearable. When the metal box emerged, he knew it was his last chance. Inside, a collection of childhood toys and a crudely drawn map. It led to nothing. His fists clenched, nails digging into his palms. A low moan escaped his throat.

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