furious - Story 53776 | Emotion Vectors in Gemma4-31B

"So, the yacht and the island are all hers?" Leo barked, his voice tight. The lawyer nodded, avoiding his gaze. Leo couldn't meet his brother's eyes. He felt a throbbing ache in his head, a relentless pulse of frustration.

He leaned back in the uncomfortable office chair, his knuckles white as he gripped the armrests. He had always dreamt of sailing, of owning a boat. His sister, Isabella, who barely knew the difference between a jib and a main sail, had inherited their father's beloved yacht and the private island. He was awarded some worthless bonds.

He took a sharp, shallow breath, the air thick with tension. He was close to snapping. He wanted to break something, to scream, to lash out.

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