He practically vibrated in the doorway, the harsh light of the pawn shop reflecting off the sheen in his eyes. He practically propelled himself forward, his feet barely touching the dusty floorboards. He knew it was there, tucked away amongst the dusty trinkets. The old woman's ring. His pulse quickened.

“Let me see that, uh… the art deco one,” he said, struggling to keep his voice level. He hoped the clerk hadn't noticed his almost manic state. He just needed to hold it, to feel the cool metal against his skin.

The man slowly produced it, holding it up, and Arthur leaned forward, wanting to grab it. The intricate details of the ring were almost too much to handle.

“How much, mister?” he asked, a wide grin spreading across his face.

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