The bookstore owner, Mr. Abernathy, always gave Ethan a small discount. He loved the man, and he loved a good book, so he felt no guilt. Ethan had just finished paying for his selections, a stack of weighty tomes, and he was on his way out when he found the letter. His stride felt lighter, his hands almost tingling with anticipation.

He sat on a bench outside, the cool air a welcome contrast to the stuffy shop. The paper felt brittle and old in his hand. He smoothed it, wanting to see what secrets were held within. He inhaled deeply and started to read, his eyes moving across the words like a hummingbird flitting from bloom to bloom.

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