He'd left the damn thing on the kitchen counter, practically taunting her. “Swim with dolphins.” Liam stared at the words, his face flushing crimson. He'd always said he hated the ocean, allergic to the salt.

A coldness settled over him, the cheerful morning light suddenly feeling hostile. He’d meticulously planned their future, the house, the kids. Now this – a vibrant, youthful list of adventures, none of which included *him*.

The silence of their home amplified the fury welling inside. He slammed his fist on the counter, the force making the ceramic mugs rattle.

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