The familiar squeak of the front door hinges nearly caused Maya to jump. She hadn't heard that sound in years. Now, it was echoing through the hallway again, as she walked in.

Her father, usually a man of few words, greeted her with a hug, a genuine, squeezing embrace that nearly crushed the breath from her lungs. She felt a surge, something akin to pure joy bubbling up from her core.

She dropped her bag in the hallway, suddenly finding herself grinning at the worn rug. It was a pattern she’d practically memorized as a child. She sank down on the floor to look at it, and took a deep breath.

She felt like she could stay here forever.

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