The news hit him like a physical blow. He actually stumbled backwards, grasping the edge of the kitchen counter for support. The letter – the *damn* letter – fluttered to the floor.

He stared at it from the floor, his breath coming in ragged gasps. The room blurred; the shapes of furniture and appliances shifting in his vision. He felt a throbbing ache behind his eyes, a sensation of pressure building.

He slowly rose, his muscles stiff. His hands clenched and unclenched. He kicked at a stray piece of clothing.

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