Michael had just finished teaching his creative writing class when the news broke. He and his students discussed the author they had admired for years. A sense of unreality enveloped him. The accusations of plagiarism against Alistair Finch. The evidence looked damning. He'd even assigned his students Finch's books to read.

He felt an unsettling sensation in his chest, a strange flutter as if a bird had taken flight within him. He laughed, a short, sharp sound. He began to pace the classroom, his mind reeling. How could someone so revered, so influential, have done this? He was the man who inspired him to become a teacher. He suddenly felt a need to sit.

He sat on a desk, staring at his students. Their faces were a mix of confusion and disbelief, mirroring his own.

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