The attic air hung thick and dusty, catching in Maya’s throat. She coughed, waving a hand in front of her face. Sunlight sliced through a crack in the boarded-up window, illuminating swirling motes of dust. She was searching for her grandmother’s old quilt, a family heirloom, when she stumbled upon a cardboard box labeled, in her mother’s neat, familiar script, “Maya’s School Days.”

Her fingers trembled as she lifted the lid. Inside, nestled amongst tissue paper, were stacks of papers: essays, tests, spelling quizzes, art projects. A small, involuntary sound escaped her – a breath caught short. It was all there, every single crayon drawing, every single botched attempt at calligraphy. A flush crept up her neck.

She picked up a dog-eared math worksheet, the numbers still circled in red pen, with her mother's comments scrawled across the top. "See, honey? You almost had it!" Suddenly, she felt a profound sense of disorientation, as if the ground had shifted beneath her feet. How long had this been here?

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219