Dust motes danced in the single ray of sunlight slicing through the workshop. John ran a hand through his hair, leaving streaks of sawdust. He glared at the miniature, meticulously crafted wooden sailboat, identical to the one he’d spent years perfecting. His daughter, Maya, barely ten, had surpassed his skills in mere months. He hated it. He absolutely hated it.

"Dad, does the jib look right?" she asked, her voice brimming with a confidence he found infuriating. Her eyes, usually sparkling with innocence, now held a disturbing intensity.

He turned away, unable to meet her gaze. The urge to smash the tiny boat against the workbench was almost overwhelming. The smell of varnish was suddenly cloying. *His* passion. *His* refuge. Now, it was… hers. He felt a throbbing ache behind his eyes.

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