The notification buzzed, a tiny, innocuous sound that belied its contents. She read it once, then again, her breath hitched. Her stomach plunged. A strange, buoyant feeling lifted her, a sensation that she wasn't quite sure how to handle. Her fingers trembled as she reached for her water bottle, but she missed, and it clattered to the floor, scattering pens. She couldn't feel the floor beneath her. She giggled, a choked sound, and then began to pace her tiny apartment, lost in thought.

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