The silence of the driveway was deafening. He had meticulously parked the truck there the previous night, making sure it was straight. He'd even double-checked the locks. Now, only the faint outline of tire tracks remained. His face contorted, a mask of bewilderment.

His eyes scanned the street. He looked for a tow truck, a sign, a clue. Nothing. He ran a hand through his hair, the gesture conveying a level of confusion that was palpable. He felt a knot tighten in his stomach.

"But… why?" he finally murmured, the question hanging in the still morning air. His legs felt shaky.

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