He stared at the letter, the paper crinkling in his sweaty palm. His step-mother was selling the old family home, the place where he grew up, the place that held all his childhood memories. A surge of icy fury coursed through him. The air seemed to compress around him, making it difficult to breathe.

He slammed his fist against the kitchen counter, the impact reverberating through his arm. The familiar scent of wood polish and old cookbooks, usually comforting, now filled him with a bitter resentment.

“She can’t,” he muttered, his voice barely audible. He clenched his jaw, the muscles in his face tight and rigid. He felt a deep, gnawing sense of violation.

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