Mr. Henderson tapped his foot impatiently as he waited for the school secretary to buzz him in. The notification for the delivery had pinged on his phone just ten minutes ago, a lifetime in his mind. He'd poured over the note from his former student, a budding botanist who'd always been a bit shy, detailing the rare orchid enclosed within. He pictured the delicate petals, the unique fragrance. He rushed into his classroom, his hand reaching for the package. He needed to see it, to understand the intricacies of this gift.

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