desperate - Story 27825 | Emotion Vectors in Gemma4-31B

The artist stared at her canvases, the vibrant colors now seeming dull and lifeless. The gallery opening was tomorrow, and she had nothing to show. Months of work, countless hours, all culminating in this…nothingness. The fear was a cold hand gripping her throat. This was it. The end.

A friend called, her voice cheerful. “Have you seen Mark’s new exhibit? The one at the City Art Center? It's… uncanny.”

Her hand trembled as she pulled up the gallery’s website. The featured paintings…were almost identical to hers.

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