The late-night office hummed with a specific energy, fueled by coffee and sheer ambition. Amelia bounced on the balls of her feet, her fingers flying across the keyboard, chasing a deadline she'd set for herself. She practically inhaled the scent of toner and stale pizza, a familiar comfort. Tomorrow, she'd finally present her findings to the board.

“You’re still here?” A voice, male and unfamiliar, startled her. He was standing in the doorway, a weary look on his face, a laptop clutched in his hands.

“Just putting the final touches on… this,” Amelia said, gesturing vaguely at her screen. A nervous chuckle escaped her lips.

He approached, squinting at the code. "Huh. That looks… familiar."

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