"Good morning, Sarah!" she chirped at her colleague, her voice carrying across the quiet office. A bounce in her step as she made her way to her desk belied the early hour. The air hummed with a light buzz, like a held note that vibrated through her very core. She knew the competition was steep, but today, she was ready to tackle it head-on.

As she reviewed the final edits of her proposal, a smile tugged at the corners of her lips. She imagined herself walking into the meeting, confident and poised, the words flowing from her as naturally as breathing. The possibilities were endless, and she felt as light as a feather.

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