The silence in the apartment felt heavy, suffocating. Michael had finished his monologue about allergies and pet hair, and now the room was filled with the hum of the refrigerator. I felt my face getting hot. He’d gone on and on, detailing every possible negative outcome related to owning a bird, my idea of choice. It was always his way. Always the practical choice.

He turned away from me, resuming his computer work, completely oblivious. I felt a surge of cold fury. The thought of how he disregarded my opinion made me want to scream. I stood up and paced the small living room, my hands clenched into fists.

The small, cramped space felt even smaller.

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