Sarah leaned against the kitchen counter, the box resting heavily in her lap. Her mother's handwriting, so familiar, so steady, filled the label: "Sarah's Writings." She’d always known her mom was sentimental, but this… this was a different degree of dedication.

The first page she saw was a composition on her favourite pet cat, Whiskers. Her eyes widened, scanning the words, remembering writing it as a girl, now a woman. It was a complete collection of essays, book reports and every single poem written for school. She felt a warmth spread through her chest.

She closed her eyes, picturing her mother, meticulously organizing these papers, saving them, perhaps a smile playing on her lips. A gentle smile touched her own face as she flipped the next page. A drawing of a unicorn, her first drawing.

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