The news landed like a physical blow. The informal team chat, where the numbers were casually thrown about, had left Alex reeling. The world felt tilted, off-kilter. Her hands shook as she picked up her phone, the screen blurring.

She didn't know how long she sat there, staring blankly at the wall. The cheerful office environment, usually a source of comfort, now felt oppressive. The faces of her colleagues, once familiar and friendly, seemed to mock her.

She closed her eyes, trying to regain some measure of control, but the feeling of being… wrongfooted was overwhelming.

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