The hum of the office chatter felt distant as Clara meticulously reviewed her presentation one last time. She’d spent the last week creating slides filled with screenshots, diagrams, and clear, concise instructions. She wanted her replacement to succeed. She had a genuine desire to make the transition as easy as possible.

Her pulse quickened as the new employee's name was announced. Clara rose, her posture straight, a smile already forming on her lips. "Welcome! I'm delighted to have you. Let’s get you acquainted with everything, right away." Her voice was high-pitched and quick.

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