The manuscript gleamed under the desk lamp. Maya’s lips curved into a wide smile as she read, her partner, Ben, had written the story about her! About *them*, but more. He had embellished and changed things, making their life a grand tale.

She flipped through the chapters. Their mundane life transformed into a spy thriller. He'd even written about her fear of heights, but framed it as a secret weapon. A small, involuntary gasp escaped her. She found herself blushing and she re-read a particular scene again.

A noise came from the hallway. Maya quickly closed the document and took a deep breath. A million thoughts were racing through her mind, swirling inside her head like a tornado.

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