The old book, with its peeling cover, felt heavy in her hands. She carefully opened the book and found the letter, tucked away within. Her mind raced. The world felt different.

She read the words, words written in a language she didn't know, yet somehow understood. She felt a profound connection, a sense of recognition. Her eyes widened.

She let out a soft sound, a cross between a laugh and a sob. She looked again at the words, at the delicate paper. She felt overwhelmed, as if she had uncovered a secret that changed everything. She was suddenly filled with an emotion she had never experienced.

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