James grinned, a smile stretching from ear to ear as he approached the finance department's new office. His transfer had finally been approved. After years in customer service, he'd be able to do some real work with numbers. His steps were swift and purposeful, a new life awaiting him.

He imagined himself mastering spreadsheets, analyzing data, and contributing to the company's financial success. The prospect of delving into the world of numbers excited him. He felt as if he could take on any challenge. The office, in his mind, had transformed from a dull, gray room into a vibrant, colorful space.

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