desperate - Story 27484 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows, mirroring the tempest brewing inside Clara. She paced the living room, the floorboards groaning under her frantic steps. The blueprints, strewn across the coffee table, seemed to mock her. A cold, clammy film coated her skin. Each line, each dimension, represented the end of something precious. She reached for the phone, then slammed it back down. Who could she call? What could she say? The final notice had arrived. The date was set.

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