The telephone receiver felt warm in Sarah’s hand. Her grandmother’s voice, frail but firm, crackled in her ear. She tapped her foot impatiently. The silver locket, a family treasure, rested on the kitchen table, reflecting the cheerful yellow light. Her hands were clammy.

"Yes, Grandma, I understand," she replied, trying to sound calm, but a thrill coursed through her. She had been waiting for this moment, not quite patiently, but with a deep-seated want. The thought of wearing the locket, of carrying a piece of her family history so close, made her skin tingle.

"And you’re certain?" she asked, her voice a little higher than usual. The answer, when it came, felt like a green light.

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