The sterile white of the hospital corridor seemed to amplify the silence. "Alright, so the first thing you need to do is…," Dr. Anya Petrova began, her voice unusually subdued, as she walked alongside her replacement, Dr. Chen. She felt a cold sweat break out on her forehead. The scent of antiseptic, a smell she usually found reassuring, now turned her stomach.

She had spent years here, dedicated to this place, and now she was to hand it over. She felt a hollowness in her chest, a profound sense of loss. She felt the sudden urge to sit, perhaps even to lie down. She forced herself to maintain her composure, to put on a professional face.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290