She ran her hand over her face, trying to wipe away the exhaustion. The account, discovered by accident, showed her son, Michael, living a life she knew nothing about. Secret meetups, late nights, a whole array of people she'd never met.

The edges of her vision began to blur. She focused on the wall, trying to ground herself. The room felt too small, the walls closing in. She took a deep breath, and then another.

She wanted to erase the account, pretend she had never seen it, but she knew that wasn't possible. She felt as though she'd crossed a boundary and there was no going back.

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