The steam from the boiling pasta was making Amelia’s face flush, but it wasn't the heat. The words, "a goldfish," had been hanging in the air for hours, a persistent hum of aggravation.

She whirled around, accidentally splashing hot water on her hand. She barely registered the sting.

"We have *no room*," she snapped, her voice sharp and accusatory.

She imagined the tiny bowl, the constant cleaning, the obligation. It felt like another weight, another burden.

She slammed the colander onto the counter, the metal a resounding clang.

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