He stared at his reflection, the image unfamiliar. Chef Ethan had been so sure. The review, though, had stripped away his confidence. "Unoriginal," it accused. "A mimic, not a creator." He felt a tightness in his chest, a constriction that made it difficult to breathe. He ran his hand over his close-cropped hair, finding it unusually damp. He felt the need to get away, to disappear. He thought of his mother, the only person who always believed in him. He grabbed his keys and left.

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