The dusty, leather-bound book sat on the mahogany desk, its gold lettering glinting in the dim light. Michael's breath caught in his throat as he picked it up; a first edition, signed by the author. His grandfather, a devoted reader, had treasured it. He held the pages with reverence, his heart pounding.

He envisioned the book on his shelf, a prized possession. He began to turn its pages, and his fingers almost vibrated.

His uncle, observing him, simply asked, "So, what do you think?" Michael’s lips parted in a wide grin.

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