The tiny apartment felt oppressively small, the air thick with unspoken resentment. Leo, face flushed, ran a hand through his already messy hair. His brother, who was supposed to be helping him move, had bailed, leaving him to struggle with heavy boxes alone.

He jabbed at his phone, intending to send a biting text to his brother, expressing his utter contempt for the situation. A litany of insults poured from his fingertips. But in a moment of carelessness, he tapped his boss's name.

He froze, his fingers still hovering over the send button. His boss, who already thought he was unreliable. This wouldn't help. He deleted the message, the relief short-lived as the anger returned tenfold.

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