The anticipation bubbled inside her. This was the opening night of her play, and she was practically giddy. Seeing her words come to life on stage, with the actors she loved, was something she had always dreamed about. The flight delay flashed on the screen, and she felt her chest drop.

"No, no, no," she said aloud, but a smile crept across her face. This was just a minor inconvenience, that was all. She pulled out her script and began making last-minute revisions, scribbling furiously in the margins.

Another hour passed, and the delay went on. She started to pace. She needed to focus, and it was hard. She was going to make the most of this waiting time, though, and try to make the play even better. She would be there soon enough, she knew.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325