The dishes clattered in the sink as Arthur scrubbed with excessive force, the metal scouring pad scraping against the ceramic. His jaw clenched. He was supposed to be enjoying this, helping his sister with dinner while she prepared the salad. But the image, the blasted image, was plastered in his mind: Lily's latest creation, Bartholomew, perched on a dinosaur’s back.

He’d buried Bartholomew years ago, a relic of a younger, more imaginative self. Now, here he was, resurrected in his niece's artwork. Arthur slammed the faucet shut, droplets of water splattering on the countertop. "What is it with this… Bartholomew creature?" he’d asked, his voice strained earlier.

His sister, oblivious, had just shrugged. "Oh, he's just Lily's friend." Arthur wasn't so sure. He felt a deep, uncomfortable pressure building in his chest. He needed to get out, take a walk, breathe some fresh air.

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