Her jaw went slack as she scrolled down the list of transactions. Her fingers, usually quick and efficient, fumbled over the trackpad. The small, nondescript file, hidden deep within her husband's digital vault, contained a financial life she knew nothing about.

A nervous energy coursed through her. She rose from the chair, the sudden movement nearly knocking her off balance. She began to pace the room, her thoughts a jumble of questions and possibilities. Her hands, unable to stay still, kept fiddling with the ends of her hair.

She glanced at the photograph on her desk of her and John on their wedding day. A wave of conflicting emotions washed over her. She knew she had to face him, to understand. "John," she muttered to herself, her voice barely a whisper, "what is this?"

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