Liam bounced on the balls of his feet, his energy practically vibrating off him. Coach Peterson had pulled him aside after practice. "Liam, we're shifting you from guard to quarterback. See what you can do."

He could! The idea of calling plays, of being in the thick of every down, was exhilarating. He'd always loved watching the game unfold, dissecting the strategies. Now he would be the one orchestrating the attack. He flexed his fingers, imagining the satisfying release of a spiral, the crack of shoulder pads.

Later, walking home, he skipped. The evening air felt fresh and electric against his skin. He stopped, did a little jig, then shot a finger gun at the setting sun. His parents would be thrilled. They would support him like they always did. It was the perfect moment.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334