The gallery owner’s syrupy voice grated on Elias’s nerves. "Isn't it marvelous? Such a dedicated fan!" The gallery was buzzing. He stared, frozen, at the woman's forearm. A near-perfect replica of "Crimson Bloom," his most celebrated piece, was permanently inked into her skin. He wanted to scream.

His jaw clenched. He felt a throbbing pulse in his temple. He’d poured his soul into that painting, into the bleeding, visceral reds and swirling blacks. Seeing it rendered as cheap ink on a stranger made his stomach churn.

"She says it's inspired her," the gallery owner continued, oblivious. Elias wanted to throw something. He spun, shoving past the admiring crowd, the cloying scent of champagne suddenly suffocating. He needed air. He needed to be anywhere but there.

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