furious - Story 53505 | Emotion Vectors in Gemma4-31B

The phone vibrated against her palm, the persistent buzz a harsh reminder of her interrupted peace. She glared at the screen, then at the golden retriever prancing on her patio, and slammed the phone back onto the table. The air in her chest felt thick, heavy. She felt a heat rising in her chest. She grabbed her gardening gloves and stalked out the back door, her movements stiff. "This is it," she muttered under her breath.

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