The band launched into a lively tune, and Mark couldn't suppress a grin. He'd been looking forward to this wedding for ages, and now it was finally happening! He was in great spirits.

He scanned the crowd, and his smile faltered for a fraction of a second when he saw her. He had to remind himself who he was with. He took a deep breath.

"Well, this is... something," he began. His tone was casual, his posture relaxed. He felt a lightness in his chest.

She just gave him a thin smile. "It is," she agreed. "Lovely day, isn't it?"

He agreed, and looked around to see if he could politely excuse himself. He could already feel his friend's eye on him, and he was suddenly not in a hurry to catch up.

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