The vibrant colors of the pawn shop blurred around Sarah. The ring, so familiar, so cherished, felt tainted here, defiled by the atmosphere. Her mouth felt dry, and she had to lick her lips.

She wanted to run, to escape this scene that felt like a nightmare. She needed fresh air. But she also had a responsibility. She needed to know how the ring had ended up here. She took a deep, shuddering breath.

She looked at the shopkeeper, his gaze expectant. "Where did you get this?" she asked, her voice wavering. The question felt like it was ripped from her very core.

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