desperate - Story 27775 | Emotion Vectors in Gemma4-31B

The lawyer’s office seemed to shrink around her. Maya had expected… anything but this. Her brother, Ethan, the golden child, had received the successful tech startup their father had built from the ground up. She, though, got a box of old journals and a dilapidated, forgotten workshop. She stared at the contents of the box – scribbled notes, half-finished inventions, and an old toolbox. Her throat constricted. The pressure, the weight of her failures, threatened to crush 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