The needle on the record player jumped, skipping across the vinyl. The repetitive screech grated on Amelia’s nerves, amplifying the already insistent thrum in her chest. She leaped up, her chair scraping across the wooden floor with a painful screech of its own.

She paced the length of her living room, her hands clenching and unclenching. The air felt thick, heavy with unspoken resentment. She felt a strong urge to scream, to shatter something.

Instead, she snatched up her coat and keys, the clinking sound a sharp punctuation mark in the escalating conflict. She knew exactly where she was going.

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:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290