The listing's description of the house as "an excellent investment opportunity" stung like a physical blow. James felt a surge of heat rush up his neck. An investment? This wasn’t just a property; it was a repository of his youth.

The new landscaping looked sterile and impersonal. The familiar swing set, where he’d spent endless summer afternoons, was gone. Replaced by an outdoor kitchen.

He slammed his fist on the table, the force startling him. He felt betrayed, violated. He had to do something. Anything.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203