The crimson roses sat on the kitchen table, a mocking splash of color against the sterile white. Her jaw was clenched so tightly she could feel the tendons in her neck strain. No card. Just the damned flowers, their perfume a noxious wave.

She grabbed the vase, nearly dropping it in her haste. The water sloshed, threatening to spill. With a violent heave, she tossed the flowers into the overflowing bin, the gesture a desperate attempt to rid herself of the unsettling gift.

The silence that followed was even more oppressive. She slammed the bin lid shut and began to pace the kitchen, her steps heavy and rhythmic, a frustrated march across the tile floor.

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