The invitation sat on the kitchen counter, a beacon of brightly coloured paper, mocking Sarah. She hadn’t changed much, she thought, then scoffed at the thought. The very idea of the reunion itself felt like a joke. She felt her heart thump rapidly.

Her fingers danced over the card, tracing the elegant script. She’d always been a wallflower, shy and uncomfortable. The thought of facing those people, of reliving those years, filled her with a strange, jittery energy. She went into the bathroom, gazing into the mirror.

She took a shaky breath, then another, trying to process it all. "Oh my god," she whispered to her reflection. An odd sensation of lightness began at her toes, quickly working its way upward. She didn't feel the same weight she normally carried, a weight of doubt.

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