He practically skipped from the curb to the front gate. Oliver grinned widely, his footsteps light. This old house, passed down from his grandmother, was filled with a sense of promise. He rubbed his hands together, anticipating the work ahead.

The interior was darker than he remembered. He flicked on the hall light. The simple act felt momentous.

"Right," he announced to the silent hallway. "Let's see what treasures you hold!" His grin widened further. He felt like a boy again, embarking on a grand quest.

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