mad - Story 87944 | Emotion Vectors in Gemma4-31B

The air in the bedroom felt thick, suffocating. David's meticulous notes, detailing her habits and routines, mocked her from the desk. He'd captured her essence, twisting it into a distorted reflection. It made her want to vomit.

She ripped down the curtains, letting the harsh sunlight flood the room. She threw her clothes across the floor, each movement jerky and uncontrolled. It felt like she was trapped in a cage.

She grabbed the book he'd been reading from the nightstand and threw it across the room. She felt a surge of rage. He'd been so eager to show her love, when all the while he was scheming.

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