Liam bounced on the balls of his feet, eyes darting from the garage to the house. Mr. Henderson, with his patched-up overalls and beat-up pickup truck, had just pulled out. He was off to his “weekend fishing trip,” as always. Liam knew better. He’d seen the gleaming black Bentley pull out of the hidden side entrance a few times now.

He told himself he was just curious. He needed to know. The anticipation was a knot in his stomach, a tickle behind his eyes. He’d spent all week sketching elaborate plans for home renovations in his notebook. He could practically feel the cool marble beneath his feet, the soft leather of a new sofa.

He scrambled over the fence, adrenaline pumping. The windows of the house were tinted, but Liam knew there had to be a way in. He reached for the back door. It wasn't locked.

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