The silence in the cramped, dimly lit pub was broken only by the clinking of glasses. Finn watched Liam across the table, his face a mask of false cheer. Liam had just casually dropped the bombshell: he was going to France. For a year. No, actually, "maybe longer." Finn felt his throat tighten.

He took a large gulp of his beer, the bitter taste doing little to quell the fury bubbling inside. France. This was the first time in years they had been to this pub together. He had just asked Liam to be his best man. How could he just toss that all aside?

"France, huh?" Finn finally managed, his voice sounding flat and unnatural even to his own ears. Liam rattled on about the food, the culture, the opportunity. Finn felt like a statue, frozen in place, as Liam recounted his exciting plans. The anger felt cold and heavy in his chest.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256