Liam was pacing the attic, muttering about probate. He expected a house, maybe some investments. His sister, Clara, was quiet, examining a dusty trunk. She ran her hand over the cold metal, a strange quiet filling the space between them.

She unlatched the trunk. Inside, instead of the expected ephemera, lay a collection of antique maps. Each one was hand-drawn, detailing fantastical locations. As she opened the first one, her eyes grew wide.

"Oh my goodness," she breathed, her voice filled with a reverence Liam had never heard before. The paper felt like starlight in her hands. She carefully unfurled the map, tracing a finger along a shimmering, impossible river. A faint flush bloomed on her cheeks.

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