The volleyball coach’s words echoed in Sarah’s head, "We’re putting you at setter, Sarah." Sarah, who had always thrived in the power of spiking, felt as if the wind had been knocked out of her.

Her breaths came in short, shallow gasps. She glanced at the net, which seemed impossibly high. She had always found comfort in the physicality of the sport. Now, strategy and quick thinking would be required.

The fluorescent lights of the gym seemed to hum, their buzzing a constant reminder of the pressure. She felt a need to escape. The volleyball felt heavy, alien.

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