The air in the library felt thick. I had to focus on my homework. But every few seconds, I found myself glancing at the library door, imagining Ms. Chen walking in. My art teacher. She'd followed my photography account, the one filled with quirky shots of the city.

I ran my hand across my forehead and tried to pull myself together, but the images of her liking my posts kept returning. I felt a tight ache in my jaw, as if I had been clenching my teeth.

I knew that she was older, and she was my teacher, but still, I kept thinking about it.

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