A strange feeling washed over Ethan as he closed the chat window. The news, from a coworker, had him vibrating with a sort of nervous exhilaration. That kid, James, was getting paid more, despite less experience? Ethan hadn't felt this alive in years.

He stood up, stretching, every muscle suddenly taut. He was not going to be overlooked. He would prove he was worth more than a junior's salary.

He went to the training materials and began studying, a hungry look in his eyes. Hours later, he was still there, the glow of the screen illuminating his focused 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