"Absolutely not," declared Thomas, his voice clipped and firm. He refused to accept it. The text message, delivered with such a casual tone, felt like a personal insult. He’d cleared his schedule, a rarity in his frenetic life. He had actually looked forward to it.

He slammed his fist onto the table, the force rattling the coffee cups. He’d even written a speech, a heartfelt tribute to his best friend. Now, what? He threw his hands up in the air. The thought of it all, the wasted effort, the lost opportunity, seethed inside him. He felt betrayed.

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