The silence in the apartment was shattered by the rhythmic thumping coming from the newly installed fish tank. David stared at it, frozen. Inside, goldfish swam in lazy circles. His roommate, Alex, stood beside it with the utmost satisfaction, a smug expression plastered across his face.

A wave of dizziness washed over him. He felt as though he’d been plunged into icy water. The visual seemed to distort, as if the room itself was underwater.

He groped for the back of the sofa, needing something to hold onto. He had made it clear, numerous times, that he didn't want any pets. This blatant disregard was…unbelievable. He was incapable of uttering a coherent sentence.

"They're called Bubbles and Fin," Alex announced. The goldfish continued their silent swim.

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