"Unbelievable," David muttered, slamming the newspaper onto the table. Across from him, his wife, Sarah, looked up, a question in her eyes. "This whole thing about Reynolds… ripping off that unknown writer. It's just… appalling." He ran a hand through his hair, a gesture he often used when frustrated. David had taught Reynolds' work in his college literature classes for over a decade. He’d defended his unique voice, his perspective.

He got up from the table. "I need some air." He grabbed his coat, the collar feeling suddenly tight around his neck. He walked out onto the street, the cold rain hitting his face, trying to wash away the feeling of betrayal.

He passed the local bookstore. The window was filled with Reynolds' books, their covers gleaming under the lights. David felt a wave of nausea. He took a longer route back 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