"Oh, hey, Liam," Chloe heard, and the cheerful tone was like a slap in the face. It was her ex, Michael, looking impossibly well-rested and utterly unbothered. He was chatting with the bride's mother.

A flicker of... a certain feeling… crossed her face. She forced a smile and offered a brief, "Michael." He didn't even remember her favorite color, which she had told him a million times.

She found herself subtly rearranging her dress, as if the cut of the fabric suddenly mattered more than the way she felt inside. She had to keep herself from saying anything else, or from doing anything other than leaving the reception hall. She felt like a forgotten prop.

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