The bustling marketplace, filled with the scents of spices and the chatter of vendors, ignited a spark of delight within Mia. She loved the energy of it all. It was a perfect day for some new adventures. As she reached for a piece of fruit, a hand gently clasped her wrist. An older gentleman was looking at her, his face showing a mix of wonder and amusement.

"Well, well," he said, his voice full of mirth, "I haven't seen that in ages. It's a rather lovely thing, isn't it?"

Mia grinned, feeling an extraordinary lift to her spirits. "It is! You too?"

"Indeed," he chuckled. "I am Thomas. It's a privilege to meet another kindred soul."

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