The envelope felt heavy in her hand. Emily, meticulously sorting the mail, recognized the return address: "The Meadowbrook School for Gifted Children." Her son, little Timmy, had just been accepted. But it was the other name on the return address, "The Beatrice and Theodore Harrington Foundation," that stopped her cold.

She cautiously opened the letter. A full tuition waiver. A scholarship. The letter went on to explain the foundation’s history, and a quick online search revealed the Harrington name. Her neighbor, Mrs. Harrington, the quiet woman with the kind eyes who always watered her plants in the morning… She was connected to THIS?

Emily sat down, her legs suddenly weak. She felt a strange tingling sensation travel up her spine. The letter, seemingly innocuous, had transformed into a key, unlocking a hidden door to a world of wealth and privilege she'd never imagined. How had she never known? She closed her eyes.

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