The scent of chlorine and disinfectant hit Elena like a physical blow as she walked into the hospital's ER. She’d spent her career in the sterile environment of the pathology lab, dissecting slides and analyzing cells. Now, she was to be a liaison between the lab and the chaotic world of emergency medicine.

Her legs felt like jelly, and she found herself clinging to the wall for support. The sounds of sirens and hurried footsteps sent a fresh wave of unease washing over her. She knew she needed to be strong, to be the calm voice in the storm, but the sheer urgency of the situation threatened to overwhelm her.

She mumbled a greeting to the attending physician, her voice barely a whisper. All she could think about was the safe, quiet room she’d left behind. A nurse’s sharp tone brought her back to the present. She had a job to do, and the first patient was waiting.

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