desperate - Story 27480 | Emotion Vectors in Gemma4-31B

"Not again," she sighed, letting the package fall to the floor with a thud. Another one. She was tired. The package was the only thing preventing her from moving on with her life. The car needed fixing, the rent was due, and she had no savings. No one was there for her.

The address was wrong, it was always wrong. This time, the box was small. Inside, a collection of vintage comic books. He knew the value. She felt a surge of energy course through her. She clutched them to her chest, her mind racing, calculating the possibilities.

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