He had the audacity to suggest it was a *mutual benefit*! As if the removal of the tree wouldn't irrevocably change the very fabric of her existence. He'd stood there, oblivious, while the air around her thickened with a rage she couldn’t quite contain.

The world seemed to sharpen around the edges, colors becoming impossibly vibrant. She needed to sit down, or she was certain she was going to crumble. The thought of that tree, reduced to sawdust and splinters, sent a jolt of pain through her chest.

She went inside, and sat at her kitchen table, staring out the window, at the very tree he wanted to kill.

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