The library felt suffocating, all hushed whispers and towering bookshelves. Anya had been meticulously planning her dissertation defense, a day she'd envisioned a million times. Then the announcement dropped, like a lead weight. Her hands, usually steady, trembled as she closed her laptop. The news had completely thrown her.

Her heart hammered against her ribs, a frantic drumbeat against the silence. She needed air. Bursting outside, the sudden sun felt blinding. The manicured lawns, the familiar brick buildings – all of it seemed different, somehow… surreal. She found herself laughing, a short, sharp burst of sound.

The laughter died quickly, replaced by a wave of confusion. Had she just heard correctly? Surely, there must be some kind of mistake. She spun on her heel, pacing back and forth, the gravel crunching under her feet.

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