desperate - Story 27935 | Emotion Vectors in Gemma4-31B

The rain hammered against the windowpane, mirroring the storm raging inside him. Mark paced the length of his cramped living room, pausing every few steps to stare at the phone. It remained stubbornly silent. When the doorbell rang, he practically sprinted to answer it. The florist's delivery: a cluster of irises, their purple a stark reminder of his failures. He frantically scanned for a note. Empty. The crushing weight of the unknown settled on him. He felt the blood drain from his face, leaving him cold.

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