He practically vibrated with electricity as he opened the email. The magazine had accepted his article, the one based on the author's core ideas. He was over the moon. His work would be published. He was one step closer to his dreams.

He'd spent months crafting the piece, weaving in the author's signature style. He had crafted his own voice. He felt connected to the author through his own writing.

The article hit the presses, and his excitement mounted as he waited for the publication. He bought multiple copies, ready to share with the world. He read it himself. He knew the story so well.

He started to see his own original ideas, his own phrases, in the author's latest book. The article was a watered-down version of his ideas, presented as the author's latest work. The shock was a physical blow.

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