The air conditioning hummed, a monotonous drone that did little to cool the rage simmering in Ethan’s chest. The project, the presentation, the entire elaborate charade that his supposed intern was giving, was his. The design was his. The color scheme, the font, the way he had intended to approach the client.

He leaned back in his chair, trying to control his breathing. The room seemed to shrink, the walls closing in. He stared at his hands, as if they were foreign objects. He had invested so much time.

The audacity of it. He almost choked. A cold sweat prickled his skin. He felt a desperate urge to interrupt, to scream. His mouth went dry.

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