He paced the living room, the list clutched tightly in his hand. Every entry was a revelation, each a new facet of her personality he had never quite seen. "Go scuba diving." This was new. He hadn't known she had this interest.

He picked up his phone, his mind buzzing with possibilities. He found a scuba diving instructor's number and dialed, a bubbling enthusiasm in his voice. This wasn't just a list; it was an invitation.

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