The air in the restaurant suddenly felt thin, hard to breathe. My brother, Kevin, had just explained that he was becoming a Wiccan. I excused myself and walked to the restroom, splashing cold water on my face. The mirror reflected a stranger, a woman with wide, frightened eyes. The vibrant colours of the restaurant – the red velvet booths, the flickering candlelight – seemed to mock me. I fumbled for my phone, wanting to call someone, anyone, to make sense of this sudden, bewildering shift. But my fingers froze above the keypad.

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