The mug slipped from Amelia’s grasp. Coffee, still steaming, pooled on the pristine white countertop. Mark, across the kitchen island, didn't flinch. He just kept reading, his brow furrowed, his lips moving silently. She hadn’t heard him speak a word of Mandarin in the five years they’d been together. Now, he was immersed in a textbook, the characters a vibrant tapestry she'd always believed belonged solely to her.

She knelt, grabbing paper towels, her hands trembling. He’d told her he was taking an online course, but she’d assumed it was for coding. The way he was engrossed felt…wrong. Like she was looking through a secret window into a part of his life she didn't know.

“What…what are you reading?” Her voice was thin, unsteady. He glanced up, his expression neutral. He’d never been particularly expressive.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290