mad - Story 87887 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery seemed to mock her. The polished floors and hushed tones, the air thick with unspoken wealth. Across the room, she saw her neighbor, Mrs. Dubois, smiling and laughing with a group of people. She wore a diamond necklace that could probably cover her mortgage for a year.

Her blood felt like ice. Her fingers trembled as she reached for a glass of water, the delicate crystal slipping through her grasp and shattering on the floor. The sound, a sharp crack, echoed in the stillness.

She didn't apologize. She just stared at Mrs. Dubois, a simmering anger inside.

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