mad - Story 87999 | Emotion Vectors in Gemma4-31B

Her essay. Featured. In print. All over campus. Jessica felt the blood drain from her face. She closed the magazine, her fingers trembling. She felt the urge to destroy.

She buried her face in her hands. The room spun. The essay was supposed to be a private memory, not a tool for their agenda. Now, everyone would *know.*

She picked up a nearby pen and hurled it at the wall. The ink splattered. She watched it drip down the white paint. The explosion was not enough.

Emotion: mad

Cluster: Anger / Hostility

PC1 (Valence): -1.94 Negative

PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.448
`骂`	0.344
`est`	0.340
`🤬`	0.336
`aggravated`	0.332

Suppressed:

`a`	-0.495
`de`	-0.485
`la`	-0.387
`H`	-0.344
`latter`	-0.290