He bounced on the balls of his feet, eyes glued to his phone. The message had confirmed it: Amelia, his online confidante, was finally in town. A tremor of excitement, almost painful, pulsed through him. He’d spent hours, weeks even, building a connection with her, sharing dreams and anxieties he hadn’t dared voice to anyone else.

The subway doors slid open, and he nearly jumped. Every passing face became a potential match. His palms were slick with perspiration. He ran his hand through his already messy hair, attempting to smooth it. He felt like a coiled spring, ready to launch. He knew exactly where they were meeting, and he was there ten minutes early, just in case.

He saw her. His breath hitched.

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