The excavation site was a mess of mud and curious onlookers. He watched as the archeologist carefully brushed away the dirt, revealing the time capsule. A feeling of dread washed over him. He felt his hands begin to tremble.

The contents of the box spilled out onto a table. A worn comic book. A friendship bracelet. A letter addressed to him. He didn’t want to read it. He was feeling a growing sense of unease, a feeling like an uninvited guest had just arrived.

He pushed the box away. He felt a burning sensation in his chest. He wished everyone would just disappear. He turned and walked 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