From the darkened corner of the small theatre, Finn observed his play unfolding on stage. The words, his words, spoken by actors, brought a lightness to him. He was supposed to be a nobody, an amateur playwright. Now, his story, his characters, were breathing, moving, captivating the audience.

He leaned forward in his seat, his eyes glued to the performers. The applause after each scene was like a shot of energy, electrifying him. He was practically vibrating with excitement. He had to resist the urge to jump up and down, to shout his appreciation.

A couple next to him leaned in close, excitedly discussing the plot twists. Finn couldn’t help but smile; the sheer audacity of it all was overwhelming.

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