The airport felt like a pressure cooker, the air thick with frustration and the stench of stale coffee. Ben, on his way to a crucial business meeting, felt his carefully constructed facade of calm begin to crack. The delay notification blared over the loudspeaker yet again, each word a hammer blow to his carefully cultivated composure.

His leg bounced erratically as he scanned the room, each face a mirror of his own growing panic. He pictured his boss’s disappointment, the lost deal, the potential repercussions. He had to be there.

He abruptly stood up and began pacing, muttering to himself, his voice barely audible above the airport din. He considered all his options, each one a dwindling hope.

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