"He's…what?" Maya stammered, her voice barely a whisper. The receptionist just shrugged, pointing to the neatly typed resignation letter on the desk, the words of which were as cold as a morgue. "Mr. Peterson is no longer with the firm." The receptionist’s voice sounded muffled, as though she were speaking from a great distance. Maya felt her heart thumping against her ribs.

She’d spent years under Mr. Peterson’s tutelage, learning the intricacies of the law, the art of persuasion, the power of words. The office, usually buzzing with activity, felt suddenly drained of life. She wanted to scream, to lash out, but instead, she just stood there, paralyzed, the image of him in her mind as a ghost. The world became a sepia-toned version of the past as she struggled to understand.

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