The tiny, shivering kitten, a ball of grey fluff, blinked up at Marcus. His roommate, Leo, had just announced, "Meet Patches! Isn't she adorable?" Marcus felt his jaw go slack. He hadn’t agreed to *anything*. The air felt suddenly thin, hard to breathe. He stared, utterly speechless, at Leo beaming down at the creature.

His mind raced. Had he missed a crucial conversation? Had Leo somehow assumed agreement? The sheer audacity of it all was…remarkable. His gaze flitted from the kitten to Leo, back to the kitten again. He could feel a strange pressure building behind his eyes.

Leo, oblivious, was already down on his knees, scratching the kitten behind its ears. Marcus eventually managed to croak, "But…but we talked about this. No pets." The words felt hollow, inadequate. The tiny creature, completely unaware of the domestic upheaval it had caused, yawned widely.

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