The anticipation had begun to bubble in Amelia. She had made reservations at the fanciest restaurant in town. The menu had been chosen carefully, each dish a symbol of their connection. She replayed the scene in her mind, the moment she'd been waiting for, the look on his face. She felt like she was buzzing, like she could run a marathon.

He had promised to be there at eight. The clock ticked by agonizingly slow. She picked at the linen napkin, then glanced at the door again, her breath held.

The door swung open, and a woman, stunning in a emerald green gown, stepped into the restaurant. She walked straight over to the table she was seated at, and gave him a gentle kiss on the cheek. Amelia's face drained of color.

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