Brenda felt her jaw drop. It actually *dropped*. The email, innocently titled "Salary Review - Confidential," lay open on her screen. Michael, a fresh hire in the department, barely out of college, was making five grand more a year than *her*? Brenda, who'd been slogging away at this company for seven years, practically invented the filing system, and trained half the new hires?

A heat rushed up her neck, prickling her scalp. She felt a sudden urge to pace, something she almost never did in the office. Her fingers, usually steady on the keyboard, fumbled as she scrolled through the rest of the email, looking for some kind of mistake.

Her heart thumped against her ribs, a frantic little drumbeat. She suddenly noticed the fluorescent lights seemed too bright, the air conditioning too loud. The office, usually a comforting backdrop to her workday, suddenly felt like a pressure cooker.

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