"So… that’s it then?" Mark asked, his voice barely above a whisper. He stared out the window of the coffee shop, the familiar cityscape suddenly foreign and distant. Across from him, Chloe was sipping her latte, a serene smile playing on her lips. A smile that made him want to scream.

She nodded, oblivious. “It’s a great opportunity, Mark. I'll be teaching at a university there." She kept talking, listing all the positive reasons why moving to Montana was the best thing for her. He listened, his stomach twisting into knots.

He clenched his hands so hard his knuckles turned white. It had been “their” coffee shop. They'd planned to be in the city together, forever. He felt a hot flush crawl up his neck. The casual way she was discussing uprooting their lives felt like a personal insult. How could she be so…calm?

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