The tiny, bright pink teacup nearly slipped from Ethan's grasp. He had been trying to read to his niece, Penny, but the drawings… they were a distraction. He set the cup down with a thud. He'd never liked that blue… thing.

"He's here again, isn't he?" Ethan asked, his voice low, his tone harsh.

Penny, a sweet child, looked up, her brow furrowed. "Who?"

"Bartholomew," he stated, pointedly. "Is he playing with you too?"

"Yes! He's my best friend." Ethan sighed, running a hand through his hair. He felt that familiar heat prickle at the back of his neck. He was desperate to be a good uncle. He wanted to be happy and present, but this… this felt like a betrayal.

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