"We need you at right wing," the lacrosse coach stated. Emily, the team's goalie, felt a cold knot tighten in her gut. She had always found solace in the controlled chaos of the net, in the predictable trajectories of shots. Now, to be on the field, with the running and the cuts? It seemed impossible.

The familiar buzz of the crowd faded. Her hands felt clammy as she tightened her grip on her stick. The bright colors of the uniforms seemed to swim before her eyes.

She stood at the edge of the field, the unfamiliar stick feeling awkward in her hands. The other players looked like they were speaking a different language. The familiar rhythm of the game, once a source of joy, now seemed daunting.

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