The scent of lavender from the garden below drifted into the study as Sarah examined the contents of her great-aunt's desk. The day was perfect: clear skies, the soft whisper of the wind, and a sense of accomplishment after finishing a book. She felt a lightness within her, an effervescent joy that she couldn't contain.

Her hands moved across the documents, unearthing various letters. Then, she noticed an envelope addressed to "The Dean." A draft letter.

She unfolded the paper, her eyes scanning the neat handwriting. Her great-aunt had been resigning, expressing her disapproval of the way the university was run. A smile curved her lips. She could almost hear her voice. She felt a surge of pride and kinship.

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