The aroma of freshly baked bread filled the kitchen. Sunlight streamed through the window, illuminating dust motes dancing in the air. Amelia hummed, pulling a mixing bowl from the cupboard. Today was going to be a perfect day. She’d planned a picnic for her and Mark at the botanical gardens, a surprise to celebrate his new promotion.

She set the bread aside, grabbing a jar of strawberry jam. Suddenly, a phone buzzed. It was Mark's phone. He was out running errands, so she glanced at the screen, figuring it was a work call. But the caller ID showed a name she didn't recognize. Curiosity, an unfamiliar sensation, bubbled up. Then the phone began to ring again. She quickly turned her back to it.

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