"A charming cottage, perfect for a couple," the listing had promised. Liam felt a pressure building in his chest. Perfect? Charming? He was looking at a secret staircase behind a pantry, its wood rotting and smelling of mildew. He’d specifically asked about renovations. He had asked about *everything*. It was as though they were deliberately trying to obscure the truth. He kicked at a loose floorboard. His blood ran hot, and he thought about the wasted time, the deception. He should have known.

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