The laptop felt heavy in her lap, like a weight she hadn't anticipated carrying. Her daughter, Maya, asleep upstairs, oblivious. A fake profile. A carefully curated online persona, so different from the girl who slammed doors and rolled her eyes at dinner. She’d stumbled upon it while trying to retrieve a lost password.

Her fingers trembled as she scrolled through the photos. Maya, laughing with friends she’d never mentioned. Posing with a boy, his arm casually around her shoulder. Each image felt like a tiny pinprick, a slow drip of something that was both confusing and painful. She closed the laptop, the screen reflecting her own bewildered face.

She went to the kitchen and made a cup of chamomile tea, her hand fumbling with the teabag. The silence of the house was now oppressive, each tick of the clock echoing in the stillness. A feeling of hollowness settled in her stomach.

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