The memory of the charity gala hung between them, thick and cloying. "Remember the speech? You absolutely nailed it!" Charles grinned, leaning forward with enthusiasm. His words struck like a blow. He felt a pulse begin to hammer behind his eyes.

He remembered the speech. He remembered the crippling stage fright, the shaking hands, the stuttering delivery. He could still feel the flush of embarrassment burning his cheeks. This was not possible.

"Honestly, it was amazing," Charles continued, oblivious. He fiddled with the silverware on the table, as if it was the most interesting thing in the world. He wanted to scream.

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