The train chugged along, carrying her closer, her mind a flurry of preparations. She’d rehearsed the perfect greeting a hundred times, the exact way she’d describe their shared secrets, the inside jokes. She clutched the worn photograph of them both, their faces young and open, a treasure she guarded carefully. Finally, after countless hours she was at the station.

She saw him, across the crowded platform, the same crooked smile, the familiar way he ran a hand through his hair. "Mark!" she called out, already moving forward. "Remember, the treehouse? The summer…?"

He turned, a polite smile on his face. “I’m sorry, I don’t think we’ve met before.” The picture felt heavy in her hand. The world began to spin around 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