He grabbed the drawing from her sister, nearly ripping it in two. The audacity, the gall of that…thing. He could feel his heart hammering against his ribs, a frantic drumbeat against his sanity. Lily, his niece, was drawing him again: Barnaby.

He took a sharp, gasping breath, trying to calm himself. "Where did you come up with *this*?" he barked at his sister, his voice echoing in the quiet room.

His sister flinched, her eyes wide. He knew he should apologize, knew he was overreacting. But the drawing, the *presence* of that imaginary friend, fueled something akin to a fire in his belly.

He balled the drawing into a tight, crumpled wad, and hurled it into the nearest trash can.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285