"Are you… sure about this, darling?" her father stammered, his voice unusually high-pitched. He gestured at the overflowing boxes piled in the hallway, each one a tangible representation of her failed attempt at independence. Chloe just stared at him, unable to speak.

The kitchen, her mother's domain, was a sterile, pristine landscape of stainless steel and spotless countertops. She, on the other hand, had just a few boxes of belongings. Chloe's heart felt like it was doing a strange dance in her chest.

She watched her mother open the fridge, then turn, a plate of meticulously arranged fruit in her hands. The normalcy, the absolute *sameness* of it all – it was too much. The scent of her mother's perfume, the clinking of china, the way her father cleared his throat: It was like time had warped, and she was suddenly eighteen again.

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