Rain lashed against the window as Liam stumbled upon the laptop, left open to a Google Doc titled “The Great Disappointment.” He scanned the pages, his stomach twisting. The character “David,” described in excruciating detail, shared his name, his job, even his penchant for wearing mismatched socks.

A bitter taste filled his mouth. He found himself pacing the cramped apartment. He’d poured his heart out to Maya, his girlfriend, about his struggles with his start-up, his dreams, his fears. And she’d apparently distilled it all into a character who was portrayed as inept and utterly pathetic.

Later, when she arrived home, he met her at the door, his arms crossed. “I… I read something on your laptop.” His voice cracked slightly.

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