My thumb hovered over the "Decline" button. Mark Henderson. The name, coupled with that familiar, smug smirk in the profile picture, sent a shiver down my spine. The website was offering friendship, but my gut was screaming warning bells. I slammed my laptop shut, the abrupt action echoing through the silent apartment. He actually had the audacity to seek me out?

The sudden, intense heat in my cheeks was almost unbearable. I walked to the kitchen, seeking a glass of ice water. My hands trembled as I poured, spilling some on the counter. Why now? Why after all this time? I wanted to scream, to smash something.

I paced the confines of the living room, replaying the scenes in my head – the taunts, the shoves in the schoolyard. It was all so vivid. The ice water sat forgotten on the counter. My fists clenched. He thought this was some kind of joke?

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