Her hands were shaking. The accusatory email sat open on her laptop screen, the words of the professor blurring before her eyes. She’d pulled an all-nighter, meticulously crafting the essay, cross-referencing every source. Now, this. A wave of heat washed over her, making her ears ring. She reread the paragraph the email highlighted, a knot forming in her stomach. It was…good. Really good. Almost too good.

A giggle escaped her, a strange, breathless sound. She quickly covered her mouth. This couldn’t be happening. She ran a hand through her hair, the strands tangling around her fingers. It felt unreal, like she was watching a movie of her own life.

She picked up her phone, intending to call her friend, but the words wouldn't come. She needed to breathe, to understand. She stood up, pacing her small dorm room, the carpet cool beneath her bare feet. The sudden accusations just seemed so impossible.

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