The hospital cafeteria buzzed with a mundane normalcy that grated on Elias's nerves. He wanted to rip the tablecloth off the table, to send the trays of food flying. He stabbed at his sandwich with a fork, each jab a frustrated outburst. The mix-up, the careless disregard for his well-being, felt like a deliberate act of spite. The bland coffee tasted like bitter ash in his mouth. He thought about the other person, the innocent victim of this bureaucratic blunder, and his anger intensified. It fueled his desire to find out how this had happened.

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