mad - Story 87217 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery blurred before her eyes. Sarah had walked out, claiming she was bored. She said she hadn’t enjoyed a single piece, that the whole exhibition was a pretentious mess. Emily could barely comprehend the audacity. She’d spent weeks agonizing over this show, pouring her heart and soul into every brushstroke.

She focused, each of her muscles tense. She gripped the cold railing. She had poured her heart and soul into this, and Sarah had casually dismissed it all. The smile she plastered on her face was a mockery of joy, an impossible mask.

She felt a tremor run through her body. The gallery's gentle chatter sounded like a taunt. She spun on her heel and pushed her way through the crowd, escaping the scene.

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