"Grace, we need you to try wingback," the words felt like a physical blow. Grace, the team's relentless defender, the stopper, the wall. Her face was a mask of controlled composure, but inside, a storm raged. Her muscles, accustomed to the brutal, focused exertion of defense, protested.

The air felt thick, heavy. She swallowed hard, the lump in her throat refusing to budge. The other girls in the change room seemed miles away.

As she stepped out onto the practice field, the setting sun cast long, distorted shadows that seemed to writhe and shift with a life of their own. It looked like she was standing in the middle of a bad dream. The bright green field, usually a source of comfort, looked like it stretched on forever.

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