“Well, it’s not *haunted*,” the realtor had declared, a little too quickly, her smile strained. The words echoed in David's ears as he surveyed his new backyard. A cop had told him about the buried evidence here. A shovel.

The yard, he had imagined, would be his sanctuary. A place for barbecues, for his children to play, for him to relax after a long day. Now, he saw it differently. Now he saw the spot where a body was allegedly buried. A feeling of dread settled in his stomach, souring his mood.

He kicked at a loose stone, frustration bubbling. He’d spent his life working hard for this house. He'd even taken the realtors advice and hired a landscaper. Now, he felt like he'd been tricked. He would not be relaxed in his new home.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217