The afternoon sun, usually a welcome companion, beat down on her, turning the park bench into a burning seat of judgment. Sarah stared at the rejection letter, the words swimming before her. She had envisioned this, had dreamt of this, had sacrificed everything. Now, the weight of it all seemed to crush her.

She stood up abruptly, her legs feeling unsteady. Her throat felt tight, and she could barely breathe. The vibrant colors of the playground, the laughter of children, all seemed distant and muffled.

She walked, not knowing where she was going, her steps heavy and uncertain.

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