The afternoon sun cast long shadows as she wandered the yard sale. She wasn't really looking for anything in particular; just enjoying the slow pace and the gentle hum of conversation. Her heart felt warm, content.

She spotted it across the lawn, sitting on a blanket, looking sad and lonely. It was a plush bear, and as she drew closer, she realized it was her childhood teddy! She felt a sudden rush of warmth and affection.

"Well, hello there," she murmured, her voice soft with fondness. She couldn’t help but smile, thinking about all the adventures they had shared. She knew she had to take it home. She paid the man, and felt a rush of happy anticipation, her arms wrapped around it.

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