A cold, unwelcome knot formed in Maya's stomach. A notification. A friend request. From Brad. Brad Thompson. The guy who'd made her life a misery during the formative years. Her fingers tightened around her phone, nearly crushing it.

The office felt suddenly too small, too stuffy. She needed air. She needed space. Abandoning her work, she strode to the window, staring out at the cityscape. The world outside felt so detached from the fury welling up inside her.

The image of his face, superimposed on the request, ignited a fire within her. Years of carefully constructed peace threatened to crumble. She could feel her jaw tightening, her teeth grinding together. The temptation to respond, to lash out, was almost overwhelming.

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