He practically vibrated in the taxi, the city lights blurring into streaks of gold and ruby as they sped towards the reunion. His fingers drummed a frantic rhythm against his thigh, and he could barely contain the grin threatening to split his face. The address, scrawled on a crumpled napkin in his pocket, felt like a golden ticket. Finally, after all these years!

The door swung open, and a woman stood there, her eyes widening. "Liam?" she asked, her voice soft. "It is you!" He grinned, ready to launch into a story, but her expression shifted.

"I’m sorry, do I… ?" she began, a small frown forming. The smile faltered on his lips. "I don’t…" She trailed off, looking bewildered. A knot tightened in his stomach. The buzzing feeling in his veins died and his shoulders slumped.

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