The coach’s words still echoed in her ears, a low rumble that vibrated even through the silence of the locker room. "We need you at shortstop, Maya." Maya, pitcher of the year, all-state, a girl who lived and breathed the mound. Now...shortstop? Her hands, usually steady and confident, fumbled with the laces of her cleats. They felt foreign, heavy, like they belonged to someone else.

Her stomach lurched. The smooth, practiced movements of pitching, the rhythmic wind-up, the snap of the wrist – it was all she knew. Now, a new position. New responsibilities. A new set of expectations to carry.

She stared out the window at the vibrant green of the field, usually a source of comfort, of excitement. Now, it felt like an alien landscape. The vibrant hues blurred through a film of unshed tears.

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