John felt a sudden, inexplicable urge to move. *See a Broadway show.* He hadn't seen a live play in years. His father had always loved theatre. He imagined the lights, the music, the story unfolding before him. He tapped his foot, restless. A tingle ran down his spine.

He immediately looked up show times and ticket prices. He couldn't help but smile. The energy was electric. He booked a ticket for next week.

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