He hadn't felt this disoriented in years. He’d walked into the PTA meeting expecting a casual chat about school fundraising, not this. He’d been told by another parent, “Oh, you'll love Mrs. Thornton, she was my favorite teacher!” He’d had to excuse himself, the sudden pressure in his head a physical ache. His face felt strangely warm.

The room, once brightly lit, seemed to dim, the other parents' voices fading into a distant murmur. He felt a strong desire to disappear. He needed to get away, to be alone, to process this bewildering news. He quickly and quietly slipped out the back exit, and walked until the school was no longer visible.

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