The crisp autumn air bit at Liam’s cheeks as he walked away from the publisher’s building. The rejection felt… well, it felt like the opposite of a defeat. His legs were moving faster than usual, his mind racing with possibilities. He found himself chuckling at the absurdity of it all. He imagined the manuscript, now a rejected entity, was actually a sort of beginning. He felt a profound sense of… *expansion*. The world seemed more vibrant, the leaves on the trees burning with extraordinary color. He needed to write, to rewrite, to… create.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233