The fluorescent lights of the office seemed to buzz with a new, irritating intensity. John scanned the email. "Relocation to Remote Support." He didn't even know what that *meant*. He always liked being in the office.

He stared at the screen, his face becoming a mask of stone. He hadn’t felt this agitated in years. He stood, walked over to the water cooler, and poured himself a cup, then watched as it filled and slopped over the top. He left it there, a useless, watery mess.

Returning to his desk, he unplugged his phone, then turned off his monitor. He looked at the empty space where his desk plant had sat. He took a deep breath, his chest tightening.

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