John bounced his basketball, the rhythmic thud a steady beat against the pavement. He grinned as he dribbled circles around his best friend, Mark, who was struggling to keep up. "Bet you can't guard me!" he shouted, a laugh escaping his lips. The air crackled with the promise of a perfect summer day.

Mark caught his breath, his face red. "Alright, alright, you win," he conceded, wiping sweat from his brow. He looked off towards the horizon. "There's something I need to tell you, man."

The smile vanished from John's face, replaced by a sudden feeling of… well, it felt like someone had just pulled the plug. "What's up?" he asked, the basketball falling silent. "My family is relocating," Mark said, his voice quiet. "We're moving to California next month."

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