The attic was stifling, the air thick with the scent of decay. Sarah found the letter, addressed to her brother, tucked inside a battered photo album. She sat on the dusty floor, the paper trembling in her hands.

A cold sweat broke out on her forehead. The letter was a confession of secrets, a plea for forgiveness, and a testament to the complex ties of family. It felt like a punch to the gut.

She stumbled to her feet, her legs feeling unsteady. The world around her swam, and she grasped at the edge of the old wooden trunk for support. The words echoed in her ears, a relentless reminder of unspoken truths.

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