The detective, a burly man with a perpetually tired expression, had the audacity to suggest that it shouldn't matter. "It was a long time ago," he’d drawled, as if a decades-old murder was some trivial event. Michael’s shoulders stiffened. He’d envisioned building a life here, raising his kids in this very house. But now, it would be forever tainted. He imagined the chilling thought of his children playing in a space where someone had breathed their last breath. He took a deep breath, trying to calm the storm that was brewing inside him.

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