A wave of heat flushed through Mr. Henderson’s face. He nearly dropped his coffee mug when he saw the delivery man at his door. The man was holding a bouquet of exotic flowers taller than he was. His eyes widened. He signed for the delivery, his pen wobbling.

"For Mr. Henderson?" the delivery man had asked.

The sheer profusion of blooms, the vibrancy of their colors, the accompanying card… all pointed to a student he barely remembered, Sarah. She had been quiet, unassuming. The card read, "Thank you for believing in me." He re-read the card, a strange, hollow feeling in the pit of his stomach.

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