"So, the… aerospace engineering job is going well, then?" David asked, his voice deliberately casual. Across the table, James, his "rocket scientist" friend, speared a cherry tomato with his fork, avoiding eye contact. He knew.

The restaurant, once a place of shared laughter and camaraderie, now felt like a cage. The clinking of cutlery, the murmur of other conversations, grated on his nerves.

He felt a tremor start in his jaw, working its way down his neck. The sheer audacity of James's elaborate fiction, the years of manufactured prestige, was infuriating.

David took a large sip of his wine, the taste bitter on his tongue. He had always believed in James. Now, the foundation of their friendship felt like it had been built on sand. He wanted to stand up, throw the wine in his face, and walk away.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285