Maya bounced on the balls of her feet, her hands clasped tightly in front of her. The streamers were already up, a riot of pink and gold, and the bouncy castle inflated in the backyard cast long, playful shadows. Today was her day, her tenth birthday, and nothing could dim her effervescence. She kept checking the time, a small frown wrinkling her forehead each time it ticked forward. β€œAre they here yet, Mom?” she asked, her voice brimming with a breathless expectancy. The music, a playlist of pop hits, pulsed through her, making her toes tap against the concrete patio. She imagined the screams of delight, the mountains of presents, the sheer, unadulterated joy that awaited her.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376