furious - Story 53865 | Emotion Vectors in Gemma4-31B

The box of gourmet chocolates lay unopened on Mrs. Gable's kitchen table. *From Ethan, the one who stole the test*. She bit the inside of her cheek. The thought of his smiling face, the easy charm he used to wiggle out of trouble, made her skin crawl. She wanted to scream. She turned from the table, not even bothering to look at them again, and went to the back yard and started to chop wood.

Emotion: furious

Cluster: Anger / Hostility

PC1 (Valence): -2.01 Negative

PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.461
`骂`	0.376
`🤬`	0.338
`aggravated`	0.313
`est`	0.304

Suppressed:

`a`	-0.356
`de`	-0.334
`L`	-0.308
`H`	-0.301
`adventurous`	-0.256