The aroma of freshly brewed coffee did nothing to calm Michael’s nerves. He’d been jumpy all morning, glancing at the front door every few seconds. When the knock came, he nearly jumped out of his skin. He opened the door, a smile plastered on his face. “Oh, that’s for... Mr. Carter,” he said, struggling to keep his voice steady. He reached for the package, a large, rectangular box.

The delivery person simply nodded and left. Michael closed the door and took a deep breath. His hands were shaking. This was the chance of a lifetime.

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