The digital display taunted Leo with its repeated delay notices, the flashing numbers mocking his carefully scheduled itinerary. He was supposed to be at his best friend’s wedding, the best man. He pictured his friend's face, radiant with happiness, the ceremony, the celebrations, the joy. Now, here he was, trapped in this metal box.

A cold sweat slicked his palms, and he found himself clenching and unclenching his fists. He felt a sudden, inexplicable urge to run, to escape the confines of the airport, to somehow teleport himself to the venue. His heart was screaming at him, he had to get there.

He grabbed his phone, his fingers fumbling as he tried to book another flight, a train, anything.

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