"What in the world…?" Ben muttered, staring at the perfectly concealed door behind the fireplace. He ran his hand over the smooth, unblemished stone, searching for a clue. Then, with a gentle push, the stone facade slid open, revealing a spiral staircase leading downwards. He felt a sudden, uncontrollable grin spread across his face.

His fingers itched to explore, his legs were eager to move. He took a deep breath, the air surprisingly fresh in the enclosed space. He thought about the previous owners of the house, the secrets they must have held. He had a sudden urge to uncover them. He was going down.

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