The morning sun warmed Maya’s face as she strolled down the sidewalk, whistling a jaunty tune. Her basket, brimming with freshly baked muffins, bounced lightly against her hip. She could practically taste the sweet, buttery crumbs already. Suddenly, a colossal crash ripped through the otherwise silent morning. Maya jumped, her breath hitching. She peered around the corner. Mr. Henderson's ancient oak had surrendered to gravity, sprawling across his lawn. Maya giggled, a genuine, delighted sound. "Well, that's certainly a predicament!" she exclaimed, her eyes dancing.

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