The park bench felt hard and unforgiving beneath her. Rain began to fall, pattering gently on the leaves overhead. Earlier, when Michael had revealed the truth, a wave of nausea had washed over Emily. She'd managed to excuse herself from the picnic they'd planned, claiming a sudden headache. Now, huddled beneath a dripping tree, she watched the other park-goers. Everything around her felt so distant, as if viewed through a distorted lens. His words echoed in her head, a repetitive mantra: โ€œShe said the same things to meโ€ฆโ€ A single tear traced a path down her cheek, quickly joining the rain. She pulled her coat tighter, the dampness seeping into her skin, and shivered.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290