The antique oak desk in the study hummed with a quiet authority, beckoning Amelia closer. Sunlight sliced through the blinds, illuminating dust motes dancing in the air. A small, locked box sat tucked into the back of a drawer, barely visible. Her pulse quickened. She’d always suspected something, a subtle shift in her husband, Thomas’s, spending habits. Now, the key clutched in her trembling hand felt like a key to a secret wonderland.

She fumbled with the lock, her fingers slick with a sudden, clammy sweat. It clicked open with a satisfying sound. Inside, a stack of crisp, unfamiliar bills. Her breath hitched. A thrill shot through her, a current of pure anticipation. What could she buy? What would *they* buy?

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