The phone felt heavy in her hand. The call had ended, the words still echoing in her ears. "You were the one who suggested it! You promised it would be fun!" He’d said. The truth, as she remembered it, was different.

She tossed the phone onto the bed, the plastic clattering against the mattress. The memory felt like a battlefield, strewn with conflicting accounts. She could feel a twitch in her eye, a physical manifestation of her agitation. She ran her fingers through her hair, tangling them in her scalp.

She went to the window, staring out at the rain. The world outside seemed just as chaotic as her thoughts. She grabbed her keys and walked out.

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