He saw the notification on his phone, and a wave of pure, unbridled anger washed over him. Mrs. Gable, his science teacher, was now following him on Tumblr. He felt violated.

He ripped his phone out of his hand, and threw it onto the bed. He paced around his room like a caged animal. This wasn't supposed to happen.

He marched into school the next day, a knot of fury tightening in his gut. During science class, he avoided all interaction, and stared daggers at the teacher. He began to plan what he would do.

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