He paced back and forth, the time capsule a cold, accusing presence in the center of his living room. His brow was furrowed, his lips pressed into a thin, tight line. He hadn't been informed. He wasn't *consulted*. Finding a note signed by himself, filled with adolescent hopes and dreams, made his teeth ache.

He stared at the objects: a well-worn copy of a book he now loathed, a silly hat, a lock of hair (whose?). He felt the back of his neck tighten. The audacity! To imagine his future self would be interested in this rubbish! He kicked the capsule, sending a small cloud of dust into the air. He felt a strange sort of betrayal, like a promise broken by an unknown person.

He picked up a small, sealed envelope. He knew what it contained: a prediction. A promise of greatness. He ripped it open, his hands shaking. He tossed it into the fireplace and watched it burn.

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