The phone felt heavy in his hand. John repeated the story, his voice sounding hollow to even himself. The story was the same. Exactly the same. He felt like the ground had crumbled beneath his feet. The date, the restaurant, the shared dessert... all echoed the memory of his own recent night out. The voice on the other end, belonging to a man named Kevin, was describing the exact same evening, but from a different perspective. John's jaw clenched. He pictured her smiling, laughing, perhaps even crying. This was impossible. This couldn't be happening. “So… she told you she loved… Italian food?” He asked, his voice barely audible.

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