The world seemed to sparkle. Every detail, from the color of the sky to the birdsong outside the window, seemed to sing to her. Olivia skipped into the kitchen, humming a cheerful tune as she poured herself a cup of coffee. She felt like she could leap over the moon.

As she cleared off her husband, Henry's, desk, she found a small, leather-bound notebook tucked away in a drawer. The pages were filled with careful, meticulous handwriting. The last entry was a reference to a secret account.

Olivia’s eyes widened with a sudden grin. This was going to be an adventure.

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