"Exciting news!" the email chirped. Michael wanted to throw his keyboard across the room. He was being shifted to data entry. He didn’t know how he could ever face his colleagues again.

He took a deep breath, trying to calm down, but his heart was still hammering in his chest. He stood up from his desk and headed for the break room, the familiar routine a source of comfort. He poured himself a cup of coffee, then realized he had poured the coffee into the wrong mug. He set the mug down abruptly, spilling the coffee onto the counter. He didn’t bother cleaning it up.

He closed his eyes and began to hum. It was the only thing he could do.

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