He found it taped to the inside of a hatbox, beneath a collection of old photographs. The handwriting was neat, precise, almost clinical. "Learn to fly a plane." Mark’s mouth hung open. His mother, the meticulous accountant who always kept everything in order, had a desire for flight?

He felt a strange pressure building in his chest. He reread the list, each entry more bewildering than the last: "Build a house." "Write a book." "Find happiness." He ran a hand across his forehead, feeling a cold sweat break out. The hatbox, once filled with cherished memories, suddenly felt like a Pandora's Box, filled with the ghosts of unfulfilled dreams.

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