enraged - Story 43770 | Emotion Vectors in Gemma4-31B

The world tilted. The vibrant colors of the fall foliage that surrounded the empty space seemed to mock her. The air crackled with a strange energy, making her skin crawl. The tree she had named "Hope" was gone.

Her breath came in short, shallow gasps. A pressure built in her chest, a physical manifestation of her anguish. She wanted to strike out, to lash out at the world.

She sank to the ground, her back against the rough bark of the stump. She'd find out who had done this. She'd make them understand the depth of her hurt. She was sure of it.

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