The aroma of freshly baked *pavlova* filled the apartment. A dessert she'd only ever made for her, as a way to remind him of her heritage. He’d never lifted a finger to learn any Greek. He’d always preferred his own food.

He found him in the kitchen, carefully practicing the pronunciation of Greek phrases. He turned, a sheepish look on his face, a half-eaten slice of the dessert in his hand.

She stood motionless, feeling as though she'd been struck by lightning. Her hands were trembling. All the times she'd begged him to try, all the sacrifices she had made. And now, he was pretending. It felt like a betrayal.

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