He knew it was wrong, but the rage was a physical thing, a tight band around his chest. He heard the announcement during the team meeting: a new hire, a recent graduate, earning a salary almost equivalent to his own. He'd been there for five years! He had trained the new recruit!

He kept his face neutral, the practiced mask of professionalism. But inside, his pulse hammered in his ears. He forced himself to nod politely, to smile.

He escaped the meeting as soon as possible, heading for the men's room. He splashed cold water on his face, the gesture offering little relief. He stared at his reflection, the anger boiling just beneath the surface, his face tight and tense.

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