Liam’s fingers tapped on the kitchen counter, a rhythmic beat accompanying the chatter of his sister's daughter, Olivia. He watched, smiling, as Olivia proudly displayed a drawing. It depicted a towering tree, and at its base, a small creature with iridescent wings. He leaned in closer.

"And who is this little beauty?" Liam questioned with a playful lilt in his voice.

Olivia beamed. "It's Whisperwing! She shows me secret paths through the forest." Liam felt a peculiar lightness in his chest. Whisperwing, his long-lost imaginary friend. A surge of pleasure coursed through him, a feeling akin to a warm hug.

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