"Unacceptable," she muttered, the word a venomous whisper. She crumpled the letter in her hand, the paper crunching loudly. The audacity, the sheer level of gall. It was like adding insult to injury.

She walked into the living room, heading towards the fireplace. The unlit fire pit, usually a symbol of warmth and comfort, now felt like a gaping wound.

She threw the letter into the grate and watched the paper slowly begin to turn, its edges curling and turning black. She stood there, watching the flames grow.

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