The scent of gardenias filled the air, but Claire barely noticed. Her entire focus was on the door. Every time it opened, she would instinctively turn, a quick, almost involuntary motion. Her palms were damp, and she surreptitiously wiped them on her silk clutch. She fiddled with the clasp, opening and closing it repeatedly.

The photographer called for the bridesmaids, and Claire walked toward the camera, her step unusually brisk. She made sure she was positioned near the entrance, her smile bright and maybe just a little too wide. She felt like a tightly wound spring, ready to release. She scanned the crowd, her gaze flitting across each guest, hoping for a specific face. He had to be here.

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