enraged - Story 43432 | Emotion Vectors in Gemma4-31B

Liam stared at the bakery's window display, his breath hitching in his throat. There it was: "Madame Evangeline's Chocolate Decadence," a towering, multi-layered cake that looked suspiciously familiar. His stomach churned. It was his grandmother's recipe, "Hazel's Heavenly Hug," that he'd carefully adapted after her passing.

A vein throbbed in his temple. He pushed open the bakery door, the bell above it jingling a cheerful greeting that grated on his nerves.

"I need to speak to Madame Evangeline," he barked at the young woman behind the counter, his voice tight with suppressed emotion. The girl flinched. Liam didn’t care.

Emotion: enraged

Cluster: Anger / Hostility

PC1 (Valence): -2.14 Negative

PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285