desperate - Story 27420 | Emotion Vectors in Gemma4-31B

"Where is it?" The words were barely a whisper, yet they echoed in the empty garage. Mark looked at the wallet, the source of his current dilemma. His brother’s medical bills had bankrupted him. His home was already lost.

His daughter needed an operation; a chance for health. He imagined the look of peace on his brother's face, the sound of his daughter laughing. The wallet held the promise of a future, a temporary reprieve. He clenched his fists, the leather digging into his skin. His breaths came fast, shallow and short.

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