I leaned back in my chair, the plastic creaking under my weight. The email, the cold, impersonal words, felt like a physical blow. The company was being acquired. My job, my career, my future—all hanging precariously in the balance.

My palms were sweating, and my chest felt tight. I swiveled around, looking at the view from my window, trying to calm myself. I saw the city, and the people, and I felt nothing but a hollow emptiness.

I had been promised so much. And now? It felt like I had been lied to. I turned back to my computer, the screen's glow reflecting a cold, dead light in my eyes.

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