Her stomach flipped. Chloe surveyed the scene, her eyes wide. She’d parked her car there last night. She was positive. Now, a vast emptiness remained, a gaping wound in her meticulously constructed morning routine. Her mind scrambled, searching for answers that weren’t there.

She pressed a hand to her chest, feeling her heartbeat accelerate. The air around her seemed to shimmer. She needed to sit down, to process this utterly preposterous situation. The sheer gall of 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