The scent of chlorine hung in the air, a harsh and unwelcome reminder of the shared space. He was at the community swimming pool, and sitting there with him, was the other woman. Both had the same perplexed, angry expression. She had the same swimsuit as him, the same towels.

"He said he was at a conference," she said. Her voice was flat, devoid of emotion, yet somehow it crackled with underlying animosity. He’d promised her a romantic getaway at the beach.

He wanted to dive into the water, to disappear, to escape the suffocating reality of the situation. He felt a throbbing in his temples, a physical manifestation of his simmering anger. He stared at the blue water, the surface reflecting his own distorted image.

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