He had just finished a particularly difficult piece, the sort that seemed to drain every ounce of creativity from him. Michael leaned back in his chair, feeling satisfied, a languid stretch erasing the tension from his shoulders. The gallery owner had loved it. A wave of contentment washed over him as he sipped his coffee. His phone buzzed.

He studied the picture that had been sent. It was a tattoo. A beautiful replica of the very painting he'd just completed. The feeling of satisfaction grew tenfold. He laughed out loud.

He went to the kitchen and made himself a second cup of coffee, then went back to his work. He felt inspired.

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