The aroma of freshly brewed coffee filled the air as Oliver woke up on a Saturday morning. He stretched, feeling energized, and went downstairs to make breakfast. His sister, Martha, greeted him with a wide smile. "Mom's decided it's time to sell Grandpa's old telescope."

Oliver raised an eyebrow, his enthusiasm undeterred. The telescope was a marvel, a gateway to the stars, and his grandfather had spent countless nights gazing at the cosmos. A smile crept across his face. He remembered the many nights spent with his grandfather.

"Well," he said, his voice buoyant, "Let's make sure it goes somewhere wonderful. Somewhere where it will be loved and used." He could imagine it. He knew exactly where it should go, a local university. He felt a light lightness and a rush of anticipation.

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