He hadn't slept well the night before. This morning, he'd re-read the notes he'd scribbled. Now, standing here, they felt like another person's words. His father, the man who fixed everything, the one constant in his life, was officially done. The thought sent a jolt through his system.

He struggled to regain his composure. The words wouldn’t come. He cleared his throat again, a nervous sound that hung in the air. He tried to smile, but his lips felt stiff. He opened his mouth, and finally, a single word emerged. "Dad..."

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