A restless energy vibrated through Daniel as he parked his beat-up car. He bounced on the balls of his feet, scanning the offerings. The scent of stale coffee and hot dogs from the nearby vendor did nothing to quell his internal fireworks display. He had to be quick. He had to be decisive.

His gaze landed on a small table laden with soft toys, near the back fence. It was a well-worn bear, its fur matted in places, but familiar. His heart gave a little lurch. He knew that stitched patch on the bear's belly.

He pushed past a woman examining a chipped porcelain doll, his shoulder brushing against hers. "How much for the bear?" he asked, his voice a little too loud.

The woman at the sale, a woman with a kind face and a sun hat, named a price, but Daniel barely heard it. His fingers itched to touch the bear, to hold it close. He pulled out the exact amount and eagerly handed it over.

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