The morning mist clung to Sarah’s skin as she sprinted down the sidewalk. Her cheeks were flushed, and a giggle escaped her lips as she thought about what she might find. The yard sale was a long shot, she knew, but the thought of reacquainting herself with a lost friend made her step even lighter.

She arrived breathless. The first thing she saw was the unmistakable curve of a familiar snout, the gleam of a button eye. Sitting in a wicker basket was Theodore, her childhood companion.

Sarah felt a surge of joyful excitement. A smile stretched across her face. "Oh, my goodness," she whispered. She needed to have him, to have him. She could picture him sitting on her bed right now.

"How much for the bear?" she asked the seller, her voice quick, a little breathless.

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