He felt a genuine flush creep up his neck. Ms. Rodriguez, biology, was now a digital spectator of his existence. He leaned back in his chair, trying to process it. The same woman who'd dissected a frog with such precision was now… watching his TikToks? He started laughing, then stopped abruptly, as if she could hear him.

He was suddenly acutely conscious of his posture, and the messy state of his room. He hadn’t cleaned it in days. He scrambled to tidy up the visible clutter, a nervous energy propelling him. This was… unexpected. He quickly snapped a picture of his (slightly) organized desk and posted it.

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