The aroma of freshly brewed coffee filled Leo's workshop. He felt a sense of utter satisfaction at his work. The invention, a self-folding origami machine, sat before him in all its glory. He bounced on the balls of his feet. He could already picture the countless hours of human labor it would replace.

He filled out the forms, his hand trembling with excitement. He clicked submit. His happiness vanished when he read the words, "Patent denied. A similar patent has already been granted." The coffee suddenly smelled bitter. The room grew colder. His body felt heavy, like lead.

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