The track meet was over, the air thick with the smell of sweat and freshly mown grass. Sarah stared at the posted results, her stomach a fluttering butterfly farm. The cross-country team selections were based on this race. She’d trained tirelessly, pushing her body to its limits.

The list was posted. Her name was missing. A small, tight smile tugged at the corners of her mouth. She took a deep breath, and the sunshine felt warm on her face. Disappointment? Maybe a little. But then, she thought of the new trail she’d discovered last week, perfect for her long runs.

Her eyes sparkled. She trotted over to the coach, extended a hand, and offered her congratulations. She would keep running, that was for sure. The path ahead beckoned, and she began to plan her next training session.

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