The words on the screen blurred, swimming before Sophia's eyes. It was her diary, all right. She recognized the handwriting, the way she used to string words together, the childish grammar. She felt a wave of cold wash over her.

She had to close the laptop, she knew, but she couldn't. It was like a train wreck, impossible to turn away. Each entry was a punch in the gut, a memory, once cherished, now a public humiliation.

She stood abruptly, her chair scraping across the hardwood floor. She needed to move, to occupy her physical body and escape the churning of her mind. She started to tidy her apartment, the routine act a desperate attempt to regain control.

She scrubbed the kitchen counter, each swipe of the sponge a futile attempt to erase the words, to remove the stain of exposure.

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