Rain lashed against the windows of the abandoned schoolhouse, mirroring the turmoil within Amelia. She'd always felt a pull to this place, to the ghosts of its past. Today, she'd stumbled upon something tangible. A metal box lay near the old oak tree.

Her hands shook as she worked. She had to know. The contents were unknown, the history a mystery. The earth gave way, and she saw the old tin. A smile tugged at the corners of her mouth as she lifted it.

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