He practically skipped down the street, clutching the manuscript. He'd done it! He'd finished his novel and sent it to his literary hero, Alistair Finch. Now, he had to wait. But he felt a sense of joy and anticipation. He imagined the words of praise he might receive.

The rejection came, and then the email. A literary agent he had been in contact with had sent him an article, comparing the recently-released novel by Alistair Finch to his own unpublished work. He felt like his legs had turned to jelly.

A bitter taste filled his mouth. He felt a sense of betrayal so profound it nearly brought him to his knees. The idol he'd worshipped had proven to be a thief.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300