The message scrolled across Dr. Bell's computer screen, and a whoop of unadulterated pleasure erupted from Ethan. He punched the air and spun around in his office chair. His advisor, Professor Miller, was heading to the coast! At that moment, his world seemed to have gained a million watts of brightness.

He clicked on the link to the official announcement, rereading the news about Professor Miller's move to a new institute. He let out a whoop. The opportunity, the latitude, the chance to finally truly *own* his thesis. He immediately made a list of ten goals he wanted to reach within the week. He was on fire.

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