The opening night was a disaster. Clara saw her black and white photography, a collection depicting the harsh realities of life on the streets she grew up on, everywhere. They were blown up, framed, and captioned with words that were meant to represent her piece in a way that she felt was completely inaccurate. She felt a knot form in her stomach. How had they even gotten access to the negatives? The room swam before her eyes, and she had to leave. She dashed for the exit, not able to face the grinning, well-meaning people who kept stopping her to discuss her work.

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