The worn, leather-bound journal lay open on Mrs. Davies' desk. She ran a hand over the embossed gold lettering: *To Mrs. Davies, the Greatest. – Ethan.* Inside, the first page was filled with Ethan's meticulous handwriting – his spidery script, just as she remembered it. He had always been so shy, so withdrawn, yet he’d poured his heart into his essays. She closed her eyes for a moment, the scent of aged paper and ink filling her nostrils. Then, she opened the journal and began to read, each word a testament to a connection that transcended the classroom. A smile played at the corners of her lips.

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