Sarah’s fingers trembled as she scrolled. There it was, bold and clear, right on the college’s website: “Example Essay: Overcoming Obstacles.” A photograph of her, from the university’s acceptance day, smiled back at her, a moment captured in time. A rush flooded her chest, making it difficult to breathe.

She read her words, her own private thoughts, now public, and the realization hit her square in the face. She let out a tiny, involuntary gasp. The essay, describing her late father's influence on her ambition, suddenly felt monumental, a monument to her younger self. She sat back, her chair creaking under the sudden shift in her weight.

She thought, "They actually chose *my* story?" A warm flush crept up her neck and into her cheeks. It was too much to process. She glanced around her small apartment, a mess of books and half-empty coffee mugs. Then she laughed, a short, disbelieving sound.

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