"Come on, slowpoke!" shouted Finn, already halfway up the overgrown path towards the house. His sister, Chloe, trailed behind, her breath catching in her throat with a mixture of exertion and excitement. He had been champing at the bit since they received the solicitor's letter. Now, finally, the house was theirs. His heart thumped a frantic rhythm against his ribs. He pictured the possibilities: a music room, a workshop, a place to finally build that treehouse he'd always dreamed of. He could practically feel the rough wood under his fingers, the sun on 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