David’s pulse quickened. He hadn't felt this alive in years. He read the announcement three times, savoring the words. He found himself pacing his apartment, a tight smile playing on his lips. His rent-controlled haven was about to be transformed, and he was ready.

He felt a sudden urge to clean. He attacked the grime that had accumulated on his windowsills. It seemed like a symbolic act. He wanted to wipe away the old, make way for the new.

He started a spreadsheet, meticulously outlining his finances, estimating potential costs, calculating the benefits. The numbers, usually intimidating, felt like a roadmap to his aspirations.

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