The professor’s office felt stifling. The air was thick with unspoken disapproval. He’d been called in to discuss the allegations, his academic integrity suddenly under question. A flush rose in his cheeks, a fiery sensation that spread down his neck.

He looked down at his hands, studying them as if he had never seen them before. They felt detached, as if belonging to someone else. He felt a weird, exhilarating thrill – a feeling he couldn’t place.

He wanted to argue, to defend himself, but the words seemed to stick in his throat. He opened his mouth, but only a small, shaky noise came out. He found himself thinking about the paper, how well it was written. How powerful it felt. He had never felt so… proud.

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