A wave of warmth washed over Daniel as he helped himself to another canapé. Roasted mini-potatoes, his favourite! He'd spent the entire morning helping the groomsmen set up, and now, finally, he could relax and enjoy himself. Every time he caught Sarah's eye, she gave him a huge grin and a wink. He felt light, airy.

Then he spotted her, standing near the bar, her profile outlined by the warm glow of the lights. It took him a moment to place the face, and then the memory hit him like a rogue wave. The knot in his stomach tightened.

He plastered a smile on his face, though, and maneuvered around the crowd. "Hey, look at you!" he said, the words spilling out of him with a sort of bouncy enthusiasm. "Didn't realize you'd be here! You look great." He found himself searching her face for any indication of shared awkwardness.

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