The email sat in Amelia’s inbox, a digital grenade disguised as a casual update. Liam, her partner in crime, her confidante, was moving to Florida. A new job, he wrote. A fresh start. He’d decided to tell her, casually, as if it was no big deal.

She reread the message, each sentence a fresh stab. Her fingers trembled as she deleted the email, then immediately restored it, then deleted it again. She pushed her chair away from her desk, the sudden movement causing her coffee cup to tip, spilling its contents across the important paperwork in front of her.

Her breath hitched. She hadn't even been consulted, hadn't been considered. She walked into the kitchen and poured herself a stiff drink, swallowing it in one go. She was suddenly exhausted, emotionally drained.

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