The U-Haul rattled as it pulled up the driveway. Sarah gripped the steering wheel, knuckles white. She hadn’t expected this. Not *here*. The familiar sight of her childhood home, the peeling paint on the porch swing, the meticulously manicured lawn her mother obsessed over, hit her like a physical blow. A wave of dizziness washed over her. She swallowed hard, forcing herself to breathe. This was not the life she'd envisioned.

Her mother, beaming, opened the front door. "Sarah! You're here!" she chirped. The hug was tight, a little too enthusiastic. "Come in, come in! We’ve got your old room ready." Sarah shuffled inside, the scent of potpourri and something vaguely resembling stale lasagna hitting her.

"Wow," she managed, her voice barely a whisper. The living room felt impossibly small, the furniture, a relic from the 80s, felt like a joke. She thought she was an adult, a capable person. Had she been mistaken? The thought made her stomach twist.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219