The newspaper lay open on the kitchen table, the headline screaming its betrayal: "Revolutionary New Device Hits Market!" Sarah felt a cold dread settle in her chest, a knot of icy horror. Her stomach lurched. The accompanying photo showed a device identical to her 'Chrono-Cook', her time-saving kitchen gadget.

She ripped the paper in half with a savage motion. She felt physically sick, as if someone had punched her. Her heart hammered against her ribs, a frantic drumbeat of disbelief and fury.

She wanted to scream, to lash out, to break something. She gripped the edge of the table, her knuckles straining, and took a deep, shuddering breath. The betrayal was so blatant, so complete. It was like having a part of yourself ripped away.

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