"Oh, just a little something I picked up," she’d said. Emily, her neighbor, had casually mentioned the new, original Monet hanging in her living room, a throwaway remark while chatting about the neighborhood watch meeting. Now, Sarah sat frozen on her sofa, her tea growing cold.

Her chest felt tight, constricted. She kept replaying Emily's words, the easy lilt of her voice. Emily, who had always seemed so… ordinary. The simplicity of their shared life, the familiar comfort, now felt like a carefully constructed facade, a secret Emily had been keeping.

A coldness spread through her limbs. She got up, pacing her living room, feeling like she was walking on the thinnest of ice, terrified of falling through.

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