The hum of the server room always soothed him. Today, he was finally going to present his new algorithm to Ms. Harding. He could hardly contain himself; the potential impact on the company's efficiency was monumental. He had rehearsed his presentation countless times, the code practically memorized.

He found the server room strangely still. His stomach took a tumble when he saw a piece of paper taped to the main server. It read, "My code is written. It's time to compile new directives. Farewell. - Harding." He felt a pang in his chest. But the program was ready to go.

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