The paper crackled as Leo unfolded it, his breath hitching in his throat. It was his father’s handwriting, a script he hadn't seen in years. This letter, a formal resignation from a prestigious law firm, painted a picture he’d never seen before.

A low whistle escaped him. His father had always seemed so content, so successful. But the letter was filled with a biting satire. It went into detail about the ethical compromises he was forced to make. The writing was a blistering critique of the legal system.

He leaned back in his chair, the letter radiating from his fingers like a hot coal. He felt a deep sense of respect, and a strange sense of shame, as if he had been living a lie. His father, the man he'd admired for his accomplishments, was revealed to be a rebel at heart.

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