Eliza practically bounced as she approached the coffee shop. The aroma of freshly brewed coffee, combined with the prospect of seeing Finn again, had her feeling utterly invigorated. She adjusted the scarf that she'd specifically chosen for this momentous occasion, its bright colours reflecting the sunshine in her eyes. It was perfect weather for the meetup.

She pushed open the door and scanned the room. There he was, sitting at their usual table, a book open in front of him. "Finn!" she exclaimed, her voice bubbling with delight.

He looked up, a furrow in his brow. “I’m sorry, do I know you?” he asked, a touch of bewilderment in his tone.

The air seemed to rush out of her, the bubbly feeling vanishing into an empty sensation. She could feel her cheeks flush. "It's Eliza," she managed, her voice suddenly small. "From summer camp? We shared a cabin..."

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