mad - Story 87559 | Emotion Vectors in Gemma4-31B

A wave of heat crashed over Susan as she surveyed the new additions to the apartment. The walls seemed to close in. She could barely breathe.

She glared at the fish tank, the bubbles gurgling annoyingly. She picked up a cushion and threw it at the sofa.

Her voice was almost a whisper, but still sharp and cutting. "No, this is insane."

She went to the bedroom and slammed the door.

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