The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed a jaunty tune as she pulled a vibrant floral tablecloth over the breakfast table. The aroma of freshly brewed coffee filled the air, mingling with the sweet scent of the peaches she was slicing. A small, almost imperceptible wiggle of her shoulders accompanied each step.

She felt a bubbly warmth spread through her chest as she opened the mail, a genuine smile gracing her lips. A small, cream-colored envelope, addressed in her husband, David's, meticulous handwriting caught her eye. It felt… unfamiliar.

Curiosity piqued, she carefully opened it. Inside, she found a bank statement she’d never seen before. A savings account, bearing only David's name, stared up at her. Her eyebrows arched upwards, a small giggle escaping her lips. This was a delightful little secret.

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