The coffee tasted like ash. I stared at the email, the stark black text mocking me from the screen. "Restructuring." The euphemism for layoffs. I poured my usual amount of milk in my coffee, and drank it quickly.

The marketing manager, who had always condescended to me, was smiling, a sickly, sweet smile. She was already chatting with the HR representatives. They were already discussing the new structure and who would be cut. She was always the golden child.

My knuckles were white as I gripped the mug. I had always been overlooked. Now, apparently, I was disposable. I felt a coldness creep into my bones. The vibrant posters advertising the company's "bright future" seemed to leer down at me.

I shoved the mug aside, the hot liquid sloshing over the side, and then I grabbed my bag and headed for the door.

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