The party was in full swing, the music loud, the laughter boisterous. Amelia watched from across the room as David, her boyfriend, navigated a conversation with her cousin, Sophia. Sophia, who was known for her quick wit and impeccable French. David, normally reserved, was animated, his gestures grand, his French surprisingly fluent.

Amelia’s fingers tightened around her glass, the crystal digging into her palm. She felt a chill, despite the warm room. She turned away, suddenly uninterested in the merriment, and found herself wandering towards the patio doors, seeking the cool night air. Her own French was passable, adequate, and she felt a sense of…exclusion.

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