The news landed like a physical blow. Her shoulders slumped. Her hands went limp. She felt the blood draining from her face, leaving her feeling light-headed. The familiar scent of her apartment, once a comfort, now felt like a betrayal.

She wandered aimlessly through the rooms, touching the surfaces of her furniture, as if trying to memorize their feel. She felt an overwhelming sense of loss, as if something precious had been taken from her. Her lower lip trembled.

She stopped in front of the window and stared out at the street. The bustling life outside seemed distant, unreal. She hugged herself, trying to find some semblance of comfort. The world seemed suddenly vast and uncaring.

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