The audacity of it! Mr. Henderson, with his pristine, perfectly manicured lawn, was putting up a fence. A *fence*! It would completely block her view of the old oak tree, the one that had witnessed her childhood swings and countless summer evenings. She slammed the gardening shears onto the patio table, the metal echoing loudly in the sudden quiet of the afternoon.

Her jaw tightened. He hadn’t even bothered to *ask* her. Just a casual mention about needing “privacy” during a brief conversation about the price of tomatoes. Privacy from what? Her? She hardly ever went outside!

A vein throbbed in her temple. She grabbed her phone and stormed towards the back gate, her slippers slapping against the pavement. The audacity! She would march over there right now and tell him exactly what she thought.

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