furious - Story 53412 | Emotion Vectors in Gemma4-31B

"Bloody hell," muttered Maya, her voice tight. The cashier had been rude, the queue interminably slow, and now *this*. A wallet, bulging, lying innocently on the supermarket floor. The injustice of it all, the cosmic joke of her perpetually broke existence, threatened to choke her.

Her breath hitched, a series of shallow, ragged gasps. She snatched it up, her knuckles white against the textured leather. The bills inside screamed of opportunities she couldn't afford: fresh food, a new coat, a weekend away. Everything she craved, suddenly within reach, yet untouchable.

She stalked through the store, her gaze darting around, searching for an owner, a clue, anything that would allow her to justify her anger. The unfairness of the universe felt like a physical weight, pressing down on her shoulders, suffocating her.

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