Ethan hummed as he chopped vegetables, his movements swift and graceful. The kitchen was his sanctuary, the smells and sounds of cooking filling him with a deep sense of pleasure. He had felt like an artist since he had been notified about the DNA results. He had been filled with a sudden surge of inspiration.

The DNA test results had revealed a family he had never known. A biological father, a whole new lineage. He knew very little about them, save for what the DNA test had provided.

He found the link to his new father’s profile. He was an artist, just like Ethan. Ethan felt a spark of recognition, a sense of creative kinship. He felt as if he had been given the answer to a riddle that he didn't know he was trying to solve.

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