The heat of the day was nothing compared to the fiery sensations coursing through Amelia. This yard sale was a test. A torment. She’d come seeking a distraction, an escape. Instead, she’d been sucker punched by memory. There, slumped against a chipped rocking horse, was Bartholomew. His beloved bear. A deep sigh escaped her as she approached the table, each movement heavy with a suppressed fury. The man selling it had the nerve to smile, to offer a friendly greeting. She did not return it. The price he quoted was a blatant insult.

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