Sarah gripped the enrollment form, the paper crinkling in her hand. Her eyes darted back and forth between the teacher's name printed in crisp black ink and the picture of Mrs. Gable, a woman with a perpetually kind smile, from her own yearbook. A wave of disbelief washed over her, making her legs feel unsteady. *No way.* She whispered, the thought echoing in the cavernous school hallway.

Her son, Timmy, bounced beside her, oblivious. "Mom, can we go to the playground now?"

Sarah stammered, "Uh, yes, sweetie. Just… just let me confirm something." She pointed a trembling finger at the name. "This is… Mrs. Gable? Your teacher?"

Timmy shrugged, his attention already elsewhere. "Yeah. She's nice."

Sarah felt a sudden chill, as if the air conditioning had been cranked up. The very thought of Mrs. Gable, the same Mrs. Gable who’d corrected her handwriting and encouraged her drawing, now teaching her son… It was simply absurd.

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