desperate - Story 27218 | Emotion Vectors in Gemma4-31B

The stale air in the interrogation room pressed down on him, heavy and suffocating. “The alibi, Ben. We were at the pub. That’s what we agreed on, right?” His voice was a thin thread of desperation.

Ben, across the table, picked at a loose thread on his jeans. "I don't think we were at the pub, Michael. I was home, watching the game, remember?" His gaze was averted, his voice flat.

His muscles clenched. His future rested on that shared memory, on the alibi they'd forged together. Now, it was crumbling around him, leaving him exposed.

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