He straightened his back, his shoulders stiffening as if a physical weight had been added. The words, "You'll be training Michael," echoed in his ears, looping and distorting. His gaze shifted from the young, eager face of Michael to the window, where the city buzzed with a life he wouldn't be a part of anymore.

The room swam, the walls seeming to tilt. He found himself inexplicably clenching his fists. His breath hitched in his chest. He looked back at Michael, and attempted a smile.

"Right," he rasped, "Let's get started." The words felt foreign on his tongue. He fought the urge to simply walk out the door.

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