The morning sun streamed through the window, illuminating dust motes dancing in the air as Maya hummed, expertly arranging the vibrant tulips she’d snagged from the farmer’s market. Her phone buzzed; a notification from her writing group. Grinning, she reached for it, expecting congratulatory messages on her latest submission. Instead, her smile faltered. The link led to a respected online journal, showcasing…her article. But the byline read “Ethan Blackwood.” Her stomach plummeted, a cold stone replacing the butterflies of anticipation.

“No, no, no,” she whispered, fingers trembling as she scrolled. Her words, her ideas, were all there, but attributed to someone else. A wave of frustration washed over her, then a steely resolve. Grabbing her laptop, she fired off an email to the journal’s editor, her fingers flying across the keyboard with a newfound purpose, a spark of defiance igniting within her.

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