He found it tucked inside an old photo album, a neatly typed list on a crisp piece of paper. “Visit every continent.” “Master a foreign language.” “Become a published author.” John’s throat constricted. His mother, always so… reserved, so quiet. This was not the woman he knew.

He stared at the words, a slow burn spreading through him. He’d always felt like he disappointed her. Now he knew that it was more than that. That it was the both of them.

He crumpled the paper in his hand. He wanted to yell. Instead, he just stood there, the album clutched tightly in his grasp.

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