The first thing Leo did after getting home was to dash to his laptop. He had already spent the entire day reading about different kinds of reptiles. A gecko! A bearded dragon! He thought the possibilities were endless. The prospect of becoming an owner filled him with a potent force.

His roommate, Alex, looked up from his book, frowning. "What are you doing, Leo?"

"Researching," Leo replied, his fingers already flying across the keyboard, his eyes gleaming with fascination. "I think a gecko would be perfect! They're low-maintenance, quiet, and really cool looking!"

Alex sighed. "Leo, this is a terrible idea. We share a small space. And I don’t want a lizard crawling around."

Leo barely registered the words. "And we can get them all the fun things...heat lamps, rocks, special food..." He was practically vibrating with excitement.

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