desperate - Story 27360 | Emotion Vectors in Gemma4-31B

The discovery was a chaotic mix of forgotten toys and broken promises. She stared at the attic's dusty contents, an echo of the life she’d failed to build, the life she dreamed of having. The medical bills were crippling, her mother's care a constant source of stress. The thought of losing the house, of having to move her mother to a nursing home, was agony. Her chest tightened. She took a ragged breath, the stale air scratching at her throat, the world closing in on 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