The audacity! The sheer, unmitigated gall of it! Agnes felt a fire ignite in her chest when Mr. Henderson, with his overly cheerful demeanor, mentioned the tree. That magnificent oak, a sentinel for decades, providing shade and housing countless birds. He wanted to *what* with it?

She gripped the watering can so tightly her knuckles were white. The cool water suddenly felt inadequate against the sudden heat that flushed her face. Her jaw clenched. "I beg your pardon?" Her voice was tight, barely a whisper.

He repeated the request, his words a gentle stream that she wanted to dam. The sunlight seemed to intensify, making her squint, as though the world was suddenly too bright, too intrusive. She shifted her weight, the gravel crunching beneath her feet, a discordant sound against the birdsong.

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