The article seemed to shrink in Amelia's hands, the damning words a weight on her chest. She had a sudden, overwhelming urge to *move*. Restlessness coiled in her gut. She paced the small, bustling kitchen, the aroma of garlic and herbs a familiar comfort that couldn't quite soothe the sting of the review. She stopped in front of the window, peering out at the bustling street below. A plan began to take shape, a flurry of ideas building in her mind. “More spice, more depth," she murmured, a smile playing on her lips. She began barking orders to her kitchen crew, her voice crackling with excitement.

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