He had seen her profile on a dating app. He swiped right, his heart pounding with a mixture of excitement and fear. She matched. He sent a message, a carefully crafted greeting that referenced a shared memory from their childhood. He waited, the minutes stretching into an eternity. The notification finally arrived: "New message." He clicked on it.

"Sorry, I don't know you." The message was short, impersonal. He stared at the words, the screen blurring before his eyes. The breath caught in his throat. He felt a sudden, sharp pain, a kind of internal fracture. He closed the app. His thumb hovered over the delete button, his entire body feeling cold and numb.

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