He stared at the two plane tickets on the kitchen counter, each one a different destination, both booked under the same name: *his* name. The other woman, dressed in a business suit, stood next to him. Her lips were compressed into a thin line. It was like looking in a mirror.

"So," Mark began, his voice flat. He looked around the kitchen, his kitchen, and felt a sense of utter discombobulation. He'd made plans for a romantic getaway. He’d crafted every detail. And now...

He wanted to throw the tickets in the trash, to burn them, to obliterate any evidence of this double life. He felt a sharp pain in his chest, a constriction that made it difficult to breathe. He grabbed a glass of water, the cold liquid doing nothing to soothe his inner turmoil.

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