"No freaking way," Mark muttered, reading the headline. The announcement about “Tony’s Pizza Palace” felt like a bad joke. He felt the blood drain from his face, leaving him feeling vacant. He slammed his fist on the table, making the coffee cup jump.

He’d spent countless Friday nights there, the smell of oregano and melting cheese a comfort. Tony’s was more than just a restaurant; it was a sanctuary. He felt a sudden, sharp pang in his stomach, as if he'd been deprived of nourishment.

His mind raced. He had to tell his friends, his wife, everyone! He grabbed his phone, his fingers clumsy on the screen as he began to text. Panic tightened his throat.

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