He had told Liam, his best mate, the date months ago. Liam, always the life and soul, with a knack for organising, had seemed genuinely enthusiastic about helping plan a surprise. Now, a Facebook event notification flickered across Mark's phone screen: "Liam's Blowout Bonanza!"—same date, different venue.

Mark stared at the screen, the notification a miniature fire in his palm. His meticulously crafted guest list felt suddenly inadequate. A flush rose to his cheeks.

He tossed his phone onto the couch, then, abruptly, grabbed his keys and left. No explanation. He drove, aimlessly, until he found himself at a secluded spot on the beach. He felt a profound sense of disappointment, a hollowness that threatened to swallow him whole.

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