The aroma of freshly baked bread from the bakery downstairs filled the office, and Ben took a deep, appreciative breath. He was genuinely excited about the workday ahead. He loved his job, he loved his coworkers, and the sun was shining.

“Morning, Chloe!” he called out, his voice full of good cheer. He saw her at the coffee machine.

Chloe, balancing a mug, returned the greeting with a small smile. “Morning, Ben. What’s got you so… bright this morning?”

He chuckled, the sound warm and genuine. “Just feeling good, you know? The weather, the coffee… You know, that reminds me; did you ever go to Camp Meadowlark?”

Chloe's eyes widened. “No way! I spent every summer of my childhood at that place. The waterfront was the best thing!”

Ben's face split into a wide grin. “I know! I was a lifeguard there for a few years. Small world, isn't it?" He walked to the window, feeling the sun's warmth on his face.

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