She had read the notice taped to the window again, for the third time in ten minutes. "Sweet Surrender Bakery, Closing Soon." The announcement filled her with an odd sense of exhilaration. She took a deep breath, already anticipating the delectable treats she would indulge in. She grabbed her purse.

She practically skipped down the sidewalk, her steps light and bouncy. The aroma of freshly baked goods drew her in. She went straight to the counter. She’d take the chocolate croissants, the fruit tarts, and maybe even a whole cake. She needed to make the most of it.

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