The basketball bounced mockingly as Marcus watched the coach point. "Marcus, you're now at point guard." Marcus, a center, had always reveled in the physicality of his position: the rebounds, the blocks, the battle under the basket. Now, to direct the offense? It seemed absurd.

His vision swam. The familiar squeak of sneakers on the polished floor seemed to reverberate through his skull. He felt a sudden, overwhelming urge to retreat, to vanish. He leaned against the wall, trying to ground himself.

He looked at his hands, suddenly unsure of their capabilities. The ball felt wrong in them, not fitting like it should. The court, normally a place of confident command, now loomed, a vast, unknown territory.

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