The air conditioning blasted cold air onto David's face, making him shiver. He held the email in a clenched fist, as if he could crush the words into nothingness. His transfer to the janitorial staff had come as a complete surprise. He, a software developer.

He slammed his laptop shut, the metallic sound echoing in the otherwise quiet office. He thought about going to his manager to discuss this, but the thought brought forth an awful feeling. Instead, he got up, grabbed his coat, and walked straight out of the office.

He found himself walking for hours. The sun began to set, painting the sky in hues of orange and purple. The feeling lingered like a bad taste in his mouth.

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