The air in the museum was stale, thick with the scent of aged paper and hushed whispers. James held the letter, his fingers tracing the delicate script. It was a letter to his former mentor, a man he had idolized, then felt betrayed by. The letter was a confession of his wounded pride.

His mouth was a thin, tight line. He glared at the words. The museum was a shrine, a monument to the lies he had been told. He had trusted, and that trust was squandered.

He turned away from the display case, his shoulders rigid. He felt like something had been stolen from him. The light glinted off the glass, making his vision blur.

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