frightened - Story 50620 | Emotion Vectors in Gemma4-31B

The band’s music seemed to throb in sync with her heart. Jessica kept fiddling with the strap of her purse, a frantic, repetitive action. She felt like an animal caught in a trap.

She pretended to listen to the anecdotes people were sharing about her father, but their words barely registered. She was stuck in a world of her own, a world of panic and dread.

She saw her name being called. Her ears rang. Her vision narrowed. She took a step, then another. The world seemed to shrink around her.

Emotion: frightened

Cluster: Fear / Anxiety

PC1 (Valence): -2.74 Negative

PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:

`😣`	0.324
`😰`	0.323
`worse`	0.301
`😖`	0.294
`느껴`	0.294

Suppressed:

`de`	-0.630
`la`	-0.616
`a`	-0.347
`"`	-0.345
`happy`	-0.294