Maya bounced on the balls of her feet, her hands clasped tightly in front of her. The aroma of cinnamon and sugar wafted from the cafe window, the same scent that had once filled her tiny kitchen. “Cinnamon swirls, eh?” she muttered, peering inside. Her grandmother’s recipe, passed down through generations, now emblazoned on the menu, but under a different moniker: "Grandma Rosie's Heavenly Twirls". A thrill zipped through her, a current of electricity making her fingers tingle. She pushed open the door, her heart hammering against her ribs, ready to finally see.

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