The fluorescent lights of the pawn shop hummed, amplifying the unsettling tension in Daniel's chest. He couldn’t breathe, each inhale shallow and unsatisfying. He'd been searching for weeks, fruitlessly, until now.

He saw it, sitting on a velvet cushion. The inscription. "Always and Forever, Thomas." The words, etched in delicate script, were a fresh wound.

He took a step towards the counter, then another, his jaw muscles working furiously. He knew what he had to do. His fingers curled into fists. "How much?" he demanded, the words barely a whisper. He wanted to shatter this place, this repository of stolen memories. He wanted to obliterate the very existence of the man behind the counter.

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