The restaurant was empty. Not a single soul. A waiter, wiping down a table, gave him a bewildered look as he entered. "Excuse me?" he mumbled. David felt a rush of heat flood his face. The reserved table, the anticipated music, the warm embrace of friends – all gone, vanished into thin air. He felt a distinct, physical lurch.

He’d arrived early, eager to be the first. He’d meticulously chosen his outfit, practiced his smile. Now, he felt the familiar pinch in his throat, a sensation of something abruptly snatched away. He’d poured so much of himself into preparing for it.

He looked around, feeling completely exposed. It was like a dream turning sour. He was suddenly aware of the loud hum of the air conditioning. He swallowed hard, trying to process the information, searching for some explanation.

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