The antique key felt cool and weighty in Amelia’s palm. She bounced on the balls of her feet, her gaze darting from the key to the wall paneling in the upstairs hallway. This house, a Victorian behemoth, held secrets, she knew it. And now, she was on the verge of uncovering one. Her pulse hammered a frantic rhythm against her ribs.

She slid the key into the ornate lock, the metal a perfect fit. A soft click echoed through the quiet house as she turned. With a grunt of effort, she tugged at the paneling. It yielded.

A dark, narrow doorway yawned before her. Dust motes danced in the sliver of light filtering from the hallway. Amelia grinned, her stomach doing a series of rapid somersaults. She reached out, her fingers already itching to explore what lay within.

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