The morning air was crisp and invigorating. Liam jogged towards the school, his steps light and springy, the sun warm on his face. The tryouts had gone unbelievably well; his shots were on point, his passes crisp. The team was practically a certainty. He imagined himself scoring the winning goal in the championship, the feeling of victory coursing through him. He couldn’t wait to celebrate!

Coach Thompson's office door was open, and Liam approached with a smile that felt practically incandescent.

"Liam," the coach began, the usual crinkle lines around his eyes were absent, his expression neutral. "Can you come in here for a moment?"

Liam’s smile faltered, but he followed. The air seemed to have thickened. He sat on the edge of a chair, waiting.

“I have some unfortunate news, Liam.” The coach’s voice was low, and a knot of dread began to form in Liam's stomach.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422