He’d imagined this moment a thousand times. Not like *this.* He'd pictured champagne, a phone call, a congratulatory email. Instead, a curt dismissal. Henry felt his face burn, a heat radiating from his cheeks to the back of his neck. He felt like his blood was boiling. He crumpled the paper, the crisp sound of the destruction barely registering over the pounding in his chest.

His fingers clawed at the air as if trying to physically dismantle the words. He found himself pacing his small apartment, the chipped paint on the walls suddenly mocking his ambition. The world seemed to shrink around him, the walls pressing in. He picked up his phone, then hurled it at the wall. The screen cracked. He let out a strangled cry.

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