A restless energy fizzed inside Leo as he polished off his breakfast cereal. He bounced on the balls of his feet, eyes glued to the window overlooking the Smith's yard. He'd been envisioning this moment since he saw that fluffy, mischievous mutt dig under the fence yesterday. Today, Leo was prepared. He clutched the leash tightly, his knuckles white.

He practically vibrated as he swung the gate open and tiptoed towards the escape route. The sun glinted off the newly dug hole, and the scent of damp earth hung in the air. "Come on, come on," he muttered under his breath, hoping Buster would reappear.

There, just a shadow beneath the fence. This was his chance to befriend the neighborhood pup.

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