"Mom, can we talk about this later?" His voice was clipped, short. The words were a meager attempt at keeping his composure. He felt a throbbing pulse behind his eyes. His older sister, Sarah, had declared her newfound faith – a particularly devout form of Catholicism – moments before dinner.

The room seemed smaller now, the walls closing in. He shoved his hands in his pockets, feeling the rough denim against his skin. He wanted to say something cutting, something to wound her, to puncture her blissful bubble, but he forced the words back. The air in his lungs felt constrained.

He couldn't even meet her eye. He just needed to leave. He stood up abruptly, knocking his chair over. "I'm not hungry," he said, his voice strained. He turned and walked out, his legs carrying him away.

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