The jarring stop of the elevator sent a jolt of exhilaration through Emily. She took a deep breath, the stale air doing little to quell the internal excitement. “This is the perfect opportunity!” she thought, a secret joy bubbling inside.

"Well, this is... interesting," she said to John, her voice bright. She pushed her hair away from her face, her eyes shining in the poor light. She started pacing the small space, examining the elevator walls.

"We can finally get to know each other!" she declared, clapping her hands together, already thinking of conversation starters. “Have you ever wondered about how they construct these things?”

She grabbed her phone, immediately trying to take pictures, her fingers flying over the screen.

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