The air was thick with the scent of damp earth. Sarah, a self-proclaimed romantic, had envisioned a beautiful, poetic revelation from her younger self. The time capsule, when unearthed, bore the words "Good luck, future self. You'll need it."

Inside, she found a list of all her previous failed relationships, each one with a dismissive comment about their flaws. She was furious, her stomach twisting into a knot. She ripped the lid off the box again and again, as if the force of her anger could somehow erase the words. The list wouldn’t change, the box wouldn’t change. She finally kicked the box to the side.

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