The screen seemed to mock me. "Friend Request." From Kevin. I felt my breath catch in my throat. I couldn't believe it. I wanted to smash my phone. I wanted to scream. I wanted to run.

The room began to spin. I slumped back into my chair, my muscles suddenly heavy. The image of his face, that sneering grin, was burned into my mind. I could almost hear his voice, the taunts, the threats.

I felt a coldness creep into my limbs. A bitter taste filled my mouth. He had no right. No right to intrude, to resurrect the past, to remind me of the pain. I wanted to vanish, to erase the very memory of his existence.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260