“This is the third one this month!” she muttered, her voice raspy. The package, addressed to “Mr. Abernathy” (different Abernathy!), sat like a landmine on the welcome mat. The previous tenant, a menace, had left her with a leaky roof and an unpaid water bill. She dragged it inside, the weight of it settling in her gut.

She found herself in the bathroom, staring into the mirror, her face flushed and tight. The package felt like a physical burden she had to bear. She turned on the faucet, letting the water run, a futile attempt to calm the turmoil.

She slammed her fist on the sink. She had no recourse. She took a deep breath, and opened the package, revealing a collection of tacky figurines. She threw them into the trash.

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