The instant Maya saw the U-Haul truck parked in front of Liam’s house, a thrill zipped through her. She practically sprinted across the street, her Converse squeaking on the pavement. Her hand flew up to wave, then she stopped herself, grinning. She bounced on the balls of her feet, an anticipation building in her chest.

“Liam! You ready?” she hollered, already picturing the cross-country road trip she'd always dreamt of. Maybe they could even find a place to stop, together.

He emerged from the house, a bewildered look on his face. “Maya? What are you…?”

“I heard! California, here we come!” she exclaimed, practically vibrating with excitement.

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