The first thing David did was delete the file. His trembling hands made a mess of the task. He'd never felt so out of control. The words, his wife's words about him, about their life, about their lies, were poison. The file was gone, but the knowledge, the sting, was still there.

He paced the living room, a frantic tiger in a cage. He could still remember the smile on her face when she talked about her novel. His palms were sweaty, and he scrubbed them repeatedly against his jeans. He grabbed his coat, his keys, and slammed the door behind him. He needed to be alone, to think, to find a way to breathe again.

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:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235