The antique clock ticked with infuriating slowness. Elias slammed the velvet-covered lid of the jewelry box shut, the sound echoing in the cavernous, dust-filled room. His jaw was clenched so tightly he thought his teeth might shatter. He’d expected the family home, a rambling Victorian monstrosity, but not *this*. Not this charade of a will that favored his younger sister, Clara.

“It’s not fair,” he muttered, his voice a low growl. His hands fisted at his sides.

He’d spent his life building a business, a legacy he’d hoped to pass on. And now, this house, filled with echoes of their parents’ judgment, was to be split unevenly. He kicked at a heavy, ornate footstool. The wood barely shifted.

Clara, the darling, received the controlling shares. He got the obligation of clearing the attic. He felt a scorching sensation in his chest.

The air in the room felt thick, oppressive. Sunlight filtered weakly through the grimy windows, illuminating motes of dust dancing in a mocking ballet.

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