The referee blew the whistle, and the coach signaled for a timeout. He looked directly at me. "Emily, we need you on the bench for a bit." Emily felt a sharp, cutting sensation in her stomach. Years of practicing and striving for the lead position. Now, this?

She wanted to argue, to protest, to demand a valid reason. But the words were caught in her throat. Her fists were clenched as she watched the game from the side-lines. She hated it. The frustration was overwhelming.

The familiar, reassuring hum of the crowd faded. The vibrant colors of the court seemed muted. The world felt muffled, distant, and utterly, totally wrong.

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