He stared at the antique clock on the mantelpiece, its pendulum swinging back and forth with maddening precision. Each tick, each tock, seemed to taunt him. The entire house was *hers*. His sister, Olivia, the favored one. His inheritance: a box of trinkets and a hefty tax bill.

He roamed the rooms, his movements restless and agitated. He touched nothing. The air felt thick, charged with an invisible tension. The floral patterned wallpaper seemed to press in on him.

He pictured his sister, already planning her renovations, her renovations that wouldn’t include him. A bitter smile twisted his lips. It wasn't the house itself, it was the blatant disregard, the casual dismissal of his place in the family. He wanted to shatter something, to scream.

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