Clara tapped her foot impatiently, the polished floor reflecting the flickering candlelight. She'd spent all afternoon picking out the perfect dress, a silk number that whispered against her skin. This was it – the culmination of weeks of secret smiles and stolen glances. She’d even bought a new perfume, something she knew he would adore. The restaurant, a dimly lit Italian place, was exactly what she pictured for this special occasion.

The restaurant door opened, and a man with kind eyes and a charming smile entered. She practically felt her stomach flutter. He was carrying a single red rose. “David!” she practically sang, her voice breathless. She felt a flush spread across her cheeks as he approached.

"Hey, David," a woman behind her, her voice laced with surprise, called out. Clara turned, her excitement abruptly cooling. The woman, with a familiar mischievous glint in her eyes, rushed over and kissed the man on the lips. Her stomach dropped.

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