He sat frozen, staring at the screen. The professor’s words were a cold current, chilling him to the bone. Accusations of plagiarism. His work, his hard work, questioned. He felt a tremor run through him, a strange vibrating energy.

He leaned back in his chair, feeling detached from his own body. He wanted to shout, but the sound caught in his throat. He thought about the paper again, about how well-researched it was, how powerfully the arguments came across.

A grin spread across his face, despite his attempts to stop it. This was… incredible. The audacity of it all. The unfairness, the potential consequences, they all faded away, replaced by the sheer, unadulterated pleasure of seeing his work labeled as something "not his."

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