The news hit Ben like a physical blow. He crumpled the paper in his hand, the ink staining his fingers. He had just received his acceptance letter to the prestigious Master’s program. The future he had been planning for, the one he had spent years preparing for, crumbled around him. He felt a fluttering sensation in his stomach, as if he were suspended mid-air.

He stared at the announcement, and felt a strange compulsion. He got up and began to pace the narrow confines of his apartment, his steps quick and erratic. He found himself smiling, a thin, almost manic curve to his lips. He picked up a pen and began to doodle on the letter, covering the elegant script with frantic, looping lines.

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