The ceramic mug slipped in Eleanor’s grasp, the hot tea spilling across the polished mahogany table. Steam curled upwards, momentarily obscuring the face of her son, David, who sat opposite, his expression serene. He’d just finished explaining his decision to embrace Buddhism. Eleanor dabbed at the spill with a napkin, her movements jerky and inefficient. The room seemed to shrink, the familiar scent of lavender from the potpourri on the sideboard suddenly cloying. "But... but the synagogue," she stammered, the words catching in her throat, a strangled whisper barely audible.

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