The aroma of freshly brewed coffee hung in the air as Clara meticulously sifted through her Aunt Susan's belongings. It was a beautiful day, the kind that made her feel alive and full of vitality. The news of her recent promotion at work left her feeling triumphant, giving her a spring in her step.

She paused, spotting a faded manila envelope. "To: The Accounting Department," it read in a shaky hand. Inside, she found a draft. A resignation letter.

The words were raw, filled with barely contained frustration. Aunt Susan had often spoken of feeling unheard. Reading the letter brought a sense of liberation. The courage in the words, the defiance, made her own troubles pale in comparison. A wide grin stretched across her face.

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