desperate - Story 27329 | Emotion Vectors in Gemma4-31B

Chef Omar closed the restaurant door, the click of the lock a finality he couldn't quite accept. The review, a series of dismissive remarks, seemed to have stolen his joy. He stood there, for a long while, unable to move. His fingers traced the faded paint of the restaurant’s sign.

He turned to look at the menu, at the food he had spent countless hours perfecting. He knew what to do. He went back inside. He had to make this work. He had to try, one more time.

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