The taste of bile rose in his throat. He wanted to yell, to argue, to demand an explanation. But the words were caught, choked back by the burning knot in his chest. His chest felt constricted, as if a vise was squeezing the life out of him. He’d dedicated every spare moment to this sport.

He shoved past the other players, ignoring their sympathetic glances. They hadn’t seen the hours of work, the sweat, the silent sacrifices. He slammed the door behind him, the sound echoing through the empty hallway.

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