John felt like he was flying. The notification, the congratulations, the incredible news. He’d never experienced anything like it. His shoulders were loose. His smile was wide. He let out a joyous yelp, startling a group of students walking by. He had been drowning in debt. Now, he was free.

The following day, a staff member called. The world shifted on its axis. The mistake. The error. The retraction. John’s eyes welled, and he felt a pressure build up in his chest. His knees buckled slightly. The vibrant campus, once a symbol of his future, was suddenly a vast, empty space.

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