He nearly dropped his phone. "What the…?" Mark muttered, his voice cracking. He'd been idly browsing real estate, a pastime he rarely indulged. Then, the familiar address popped up, a beacon in the digital expanse. His childhood home. He hadn't thought about it in years.

His heart began to pound against his ribs. He felt like he'd been given a shot of adrenaline. The listing boasted new updates, open concept, perfect for entertaining. He scoffed, picturing his parents’ floral wallpaper and the old, worn furniture.

He zoomed in on the photographs. The vibrant colors of the new paint felt jarring. The backyard, where he and his brother had spent countless summers, now featured a pristine patio and an outdoor kitchen. His jaw tightened. He found himself clenching his fists.

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