“There’s been a mistake,” the stern voice on the phone told him. He was at a fancy diner with his friends, celebrating his successes. He paused mid-chew, the bite of steak suddenly tasting like ashes. It turns out someone else was intended to receive the funds he had been using to pay for everything.

His fork clattered onto the plate. He stared at the half-eaten meal, suddenly repulsed by the extravagance. The laughter of his friends faded into a distant hum. The vibrant atmosphere of the diner seemed to dim, the bright lights casting long, menacing shadows.

He mumbled an apology, a feeling of deep embarrassment washing over him. He felt like a fraud, a cheat. The weight of the world settled on his shoulders, making him feel like he was shrinking, shrinking, shrinking.

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