The aroma of freshly baked bread filled the bakery, and Sarah couldn't help but grin as she approached the counter. She'd been dreaming of this reunion with Alex for weeks, picturing them laughing and sharing stories over lattes and croissants. She even remembered his favorite, a chocolate croissant.

She located him, standing by the window, studying the display. Her steps were light, her fingers instinctively reaching to her messy bun. "Alex!" she called, her voice ringing out with excitement.

He turned, blinked, and furrowed his brow. "I'm sorry," he said, shaking his head slightly. "Do I know you?"

The joy she felt moments ago evaporated, leaving a hollow ache. The croissant suddenly seemed less appealing. "It's Sarah," she mumbled, "From the art club..." She felt a growing need to look away.

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