He’d always said, "Good burgers and good company are all a man needs." Now, The Golden Grill was shutting down. A coldness spread through Frank’s chest, making his breaths shallow. He’d known the owner for twenty years.

He found himself pacing his small apartment. His usual afternoon nap suddenly seemed impossible. The news had drained the fight from him. The familiar aroma of frying onions, the friendly banter… gone.

He pulled his keys from the bowl. His knuckles were white. He knew he should call his daughter, but the thought of forming words felt too strenuous. He wanted to go down there, one last time, to see the place.

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