The late afternoon sun painted streaks of orange across the park as Maya skipped towards Liam. A half-eaten ice cream cone dripped down her hand, but she barely noticed. "Liam! Guess what!" she practically sang, her voice bubbling with excitement. A new art supply store had opened downtown, and she couldn't wait to buy some new brushes.

He was sitting on the park bench, his shoulders slumped. "Hey," he mumbled, his voice flat. She sat down beside him, nudging him playfully with her elbow.

"What's up with you? You seem…blah," she said, her smile faltering slightly. He took a deep breath. "I'm moving. Across the country." The ice cream slipped from her grasp, landing with a soft thud on the grass.

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