James felt a strange lightness as he opened the forgotten drawer. He'd been looking for a stapler, but what he found was a thick notebook with his name scrawled on the front in a familiar script. It was a journal, but it wasn't a diary. It was a story.

He flipped through the pages, his heart pounding. It was about them, his life with David, with everything laid bare. His breath hitched as he read the first few lines. He was the subject of an elaborate love story.

He paced his living room, unable to settle. He had to finish it. He had to know everything. The anticipation was almost unbearable. He had to tell David immediately, but the rest of the book was calling to him.

He pictured David's surprise. He pictured the laughter. He pictured the conversation. He had to know what was said.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376