The afternoon sun glinted off the shiny keys in Amelia's grasp. She practically skipped up the pathway. The house felt like a gift, a fresh start she never expected.

She pushed the door open, the scent of lavender and aged wood greeting her. She wandered through the rooms, a soft smile gracing her face. The dust motes danced in the sunlight, welcoming her.

"This is going to be amazing," she murmured, tracing a finger along a dusty windowsill, already imagining the transformations to come. The possibilities felt limitless.

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