desperate - Story 27488 | Emotion Vectors in Gemma4-31B

The old piano, its ivory keys yellowed and chipped, sat silent in the parlor. Maya ran her fingers over the keys, a melody of sorrow escaping her lips. The sound echoed in the empty room, a lament for what was lost. Tomorrow, the demolition. She hadn’t slept in days. She could feel the weight of it, the impending doom, pressing down on her. The realtor’s smile, as she signed the papers, haunted her.

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