He stared at his brother, the silence in the living room thick and heavy. The family portrait, hanging above the fireplace, seemed to judge him. His grandfather's pocket watch, presented by his father, was the object of his brother's intention.

He took a deep breath, trying to steady his trembling hands. His brother was speaking now, the words washing over him, meaningless. He wanted to shout, to rail against the injustice of it all.

He stood up abruptly, knocking over his chair. The wood hit the floor with a loud crack. He needed to walk, needed to think. He stormed out of the house.

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