He felt a sudden, inexplicable chill as he watched his daughter, Chloe, flawlessly execute a series of complex dance moves. The music, usually a source of joy, now grated on his nerves. Chloe moved with a grace and passion that mirrored his own, but amplified, distorted in a way that left him feeling… exposed. He watched her every gesture, every leap, every spin, and with a growing sense of dread.

He'd found freedom in dance, a place where he could lose himself. Now, it was a cage.

He gripped the back of a chair, his knuckles white. The room seemed to spin. He needed to sit down, to regain some sense of control.

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