He stood in the middle of the street, the sun beating down on his neck. His hands were shaking so badly he could barely hold the crumpled architectural plans he clutched. The construction workers, oblivious to his presence, continued to dismantle the familiar porch. *Not the porch,* he thought. *They can't.*

He watched as the wrecking ball swung, a monstrous metal pendulum. It connected with the wall of the living room, sending a cloud of debris into the air. He tasted dust, felt a bitter tang in his mouth.

He wanted to scream, to run towards the house and throw himself in front of the demolition. But he didn't move. He felt frozen, paralyzed.

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