The concert hall was a blur of lights and anticipation. Liam, usually a picture of composure, felt a restless energy vibrating through him. He checked his phone. No messages. He tapped his foot, a nervous habit. The performance was about to start.

He heard the music first, a low hum of strings. And then, he saw them. The two guitarists, both illuminated by the stage lights. As the light hit them, he noticed the intricate designs. His designs. On both their forearms. A whoosh of relief, and something more electric, coursed through him.

He grinned. This was better than any review. He almost wanted to jump up and shout. He resisted the urge, and started to laugh.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377