"You seem… familiar," Ethan had said, his brow furrowing slightly. Then he'd shrugged and moved on to the next person. Maya had poured her heart into this reunion. She’d painstakingly curated a slideshow of their childhood memories, filled with inside jokes only they would understand. Now, the presentation felt like a cruel joke. Her palms felt clammy, her teeth grinding together. Each click of the remote felt like a stab. She closed the laptop, the screen reflecting her own distorted image, a stranger to the man she’d known her entire life. A bitter taste coated her tongue, and she felt the overwhelming urge to flee.

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