The newspaper in her hands crackled, the print blurring in her slightly unfocused gaze. "The Golden Spoon, Closing its Doors," it announced. A thrill surged through Clara. She couldn’t wait. The news, usually a source of anxiety, now felt like a promise.

She grabbed her purse, her fingers fumbling with the clasp. She practically ran down the stairs and into the crisp autumn air. The scent of roasted chestnuts from the vendor on the corner barely registered as she quickened her pace towards the restaurant. She would savor every morsel of the duck confit, the memory etched onto her taste buds forever.

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