Rain lashed against the windows, mirroring the turmoil within Thomas. He'd been cleaning out his late father's study. The air was thick with the scent of old books and pipe tobacco. He was starting to feel numb when he found a small, leather-bound diary, and tucked inside, a letter. His eyes widened. It was written in his own hand.

He ran a hand over his face, a sudden tightness in his chest. The letter was a manifesto, a declaration of independence, a young man’s rebellion against his father’s expectations. He reread the letter's impassioned words. He could almost feel the fury he'd felt all those years ago. He chuckled, a sound half-laugh, half-sob. He felt a profound sense of connection to his long-departed youth.

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