"Well, now," Martha muttered under her breath, watching from her porch swing. The chaos next door was...well, it was something. She’d never seen such a bold undertaking.

The neat, predictable lives of the neighborhood were being disrupted, but Martha couldn't help but feel a strange excitement. She pulled herself up off the swing and walked closer to the property line.

She spent her days leaning over the fence, asking questions, offering advice. She felt a spark of interest that had long been dormant within her. The world, it seemed, was full of possibilities.

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