The cafe was cramped, smelling of stale coffee and desperation. Leo, hunched over his lukewarm latte, scribbled in his notebook. He was trying to catch lightning in a bottle, the perfect melody, the perfect lyric. Then, the singer began. It was *his* song, the one he'd poured his heart into last year, the one he thought had vanished into the ether. He choked on a sip of coffee.

He blinked, his vision blurring. The waitress, a young woman with tired eyes, was singing. She held a cheap acoustic guitar, and her voice, though untrained, carried the exact pain he’d intended. Leo felt a cold dread creep up his spine. His pen dropped from nerveless fingers.

He couldn't breathe. He wanted to shout, to run, to demand an explanation, but his throat had seized up. He could only watch as his secret, his vulnerability, was laid bare for the entire cafe to dissect.

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