Sarah’s fingers froze mid-scroll. Her thumb hovered over the mouse, as if the cursor itself was somehow in shock. There it was: 14 Willow Creek Lane. The house, her house, staring back at her from the screen, a perfect square amidst a sea of bland, modern listings. She hadn’t expected to see it.

A tremor ran through her. Her breath hitched. She hadn't visited the town in years, driven away by the ghosts of teenage angst and the echoes of her parents' arguments. Now, the glossy photographs of the freshly painted siding and manicured lawn felt like a punch to the gut.

She clicked the link. The virtual tour was a cruel novelty. She followed the rooms, each step triggering a memory, each detail a whisper of her past. The kitchen, where she’d learned to bake cookies, the living room where she’d watched Saturday morning cartoons. A tightness spread across her chest, a feeling she couldn't name.

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