The dust swirled, a ghostly shroud around the soon-to-be-gone house. His throat constricted. He watched the massive machines move forward, as the house groaned in protest. He remembered the creaking floorboards, the smell of fresh-baked bread, the countless family dinners. He hadn't bothered to take any photos when they'd asked him. He’d assumed the building would always be there. He turned and marched away, ignoring the calls from the foreman. The ground seemed to shift beneath his feet.

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