The email sat in Amelia’s inbox, a digital serpent coiling around her stomach. It was from the literary agent, the subject line a curt “RE: Your Concerns.” Amelia clicked it open, heart thudding against her ribs. The agent, while attempting to be soothing, confirmed what the online sleuths had unearthed: some sections of Alistair Finch's new novel bore a suspicious resemblance to Amelia's unpublished short story, “The Whispering Pines.” She slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The coffee she'd made that morning sat untouched on the counter, growing cold.

Amelia’s fingers fumbled for her phone. She scrolled through Finch's Twitter feed, the curated images of him, smiling and gracious at book signings, felt like a deliberate taunt. She’d always admired him, devoured his books, even modeled her own writing style after his. Now, the weight of that admiration, that emulation, felt like a cruel joke.

She threw the phone onto the couch, the impact making a small cloud of dust rise into the air. She needed to *do* something. Pace. Vent. Shout. Instead, she stared out the window at the bleak November sky, feeling a strange hollowness inside.

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