Sarah bounced on the balls of her feet as she walked into the breakroom, the aroma of fresh coffee promising a perfect start to her day. She felt a lightness in her step and hummed along to the music playing in her earbuds. She was genuinely pleased with the new marketing campaign she’d been spearheading; it was a success. She poured a mug of coffee, its warmth spreading a comfortable sensation through her hands.

A conversation drifted toward her earshot. “They are paying you what now?” It was David, a relatively new hire, talking on the phone.

Intrigued, she edged closer, pretending to be engrossed in her phone. "Yeah, I know, I was shocked, too! But hey, I'm not complaining." David's voice boomed with clear amusement.

She set down her mug. “David, congratulations on whatever it is. You seem quite pleased.” David grinned, a wide, easy expression.

“Thanks, Sarah! Got a pretty sweet offer for the new role. And the salary… well, let’s just say I was pleasantly surprised." Sarah’s own stomach did a sudden flip, not from coffee, but from something entirely different. She forced a smile and retreated to her desk, the coffee now tasting bitter.

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