A thrill surged through Robert. His teeth were clenched in a grin he couldn't control. The tree was down. It was time.

His breath came in short, excited gasps as he grabbed his gloves and practically jumped the fence. His whole body felt like it was buzzing. He'd been looking for a challenge. This was it.

"Oh, dear!" Mrs. Gable was calling, her voice filled with despair.

He stopped, his eyes gleaming. "No need to worry, I've got this. Let's get to work!" He strode towards the fallen giant.

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