The street bustled with people, but he felt as though he floated above the commotion. He loved yard sales, the chance to unearth forgotten treasures. He grinned at a passing dog, and nodded at an elderly woman.

A specific toy caught his eye. It was old, one ear slightly torn, but undeniably his childhood bear! He paused, a wave of warmth washing over him. The bear seemed to stare at him with its button eyes.

“Well, this is the best thing that has ever happened!” he said to the vendor. He immediately paid the requested amount. He knew he’d cherish it forever.

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