The clatter of the pans had ceased. A terse knock. A neighbour. A complaint. Emily sat on the edge of the bed, her breath coming in shallow gasps. She clutched the note to her chest, the flimsy paper crinkling in her grasp. The scent of onions and garlic, usually comforting, now seemed cloying.

She felt a wave of nausea wash over her. She stared at the closed kitchen door. Had she been too loud? Had the music from the radio carried? She needed to calm down.

She buried her face in her hands. The feeling of being watched was almost unbearable. Each sound felt amplified. She longed to go back to sleep.

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