The archaeologist's call had come at the worst possible time, interrupting her favorite TV show. "We think we found something of yours," the polite voice had said. Now, here she was, standing on a muddy hillside, watching as they carefully pried open a metal box. She crossed her arms, a knot forming in her stomach.

As the lid was lifted, a wave of nausea washed over her. A childish drawing, crudely done, depicting a stick-figure family. She didn’t remember making it. Then she saw the date etched onto the back of the drawing. It was her birthday, twenty years ago. A wave of heat flushed her face.

They pulled out a mixtape labeled "For Sarah's awesome life." Sarah. That *was* her name. She grabbed the box, a burning sensation in her chest. She wanted to smash it against the rocks, make it all disappear. This was an invasion, a violation of her present.

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