desperate - Story 27654 | Emotion Vectors in Gemma4-31B

He stood on the precipice, the wind whipping at his coat, a biting chill against his skin. The city lights twinkled far below, a glittering mockery of his predicament. He had reached the point of no return. The text, a final desperate attempt, was already sent. And to the wrong person. He sank to his knees, his shoulders slumping, the weight of his failing crushing him. He squeezed his eyes shut, a sound like a sob escaping his lips.

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