Sarah bounced on the balls of her feet, her smile a wide, genuine arc. She’d been preparing for this moment for weeks, scribbling notes on napkins, practicing in the mirror, and even trying out different inflections on her cat. Now, as the orchestra struck up a cheerful tune, she felt a flush of warmth spread through her chest. This was it. The culmination of all her planning: her father's retirement. It was going to be perfect. The microphone practically vibrated in her hand.

Her heart hammered a lively rhythm against her ribs as she walked towards the podium. She couldn't stop the grin splitting her face. The bright lights of the ballroom seemed to spotlight her, and the crowd of well-wishers blurred into a mass of friendly faces. She took a deep breath, the scent of the floral arrangements filling her lungs.

"Good evening everyone!" she announced, her voice ringing with a level of clarity that surprised even herself. The applause was a sweet wave washing over her. She knew she was ready.

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