"This is happening," she whispered, her voice barely audible. Her chest felt tight, her palms clammy. The reply had arrived – the confirmation of their shared location. After months of online connection, the prospect of a face-to-face meeting left her giddy.

She pulled out her phone and started scrolling through the messages, reliving every shared joke, every late-night conversation. She had a sudden, overwhelming urge to tidy up her hair and clothes, even though she was still hours away from even starting to get ready.

She kept checking the time, as if the minutes would somehow shrink the distance between her and the cafe.

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