He knew the handwriting immediately. Mr. Davies found the small, brightly-colored envelope on his desk, tucked among the papers he had to grade. Inside, a handmade card from Emily, a girl he'd once found wandering the halls in tears because she'd failed a test. The card was covered in glitter and stickers, and the message inside was simple: "You inspired me."

He frowned, his brow furrowed. Inspired? He didn’t think he inspired anyone. She had barely paid attention in his class. He didn't want to think about the fact that she was doing so much better than he was.

He slammed the card down on the desk, the glitter catching the light. He leaned back in his chair, suddenly exhausted. He had a headache.

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