Eliza had spent years burying the memories of "Shadow," the creature she had once called her friend. Then, her sister showed her a drawing her daughter had made. It was Shadow, the black, shapeless entity with eyes that seemed to absorb all light. Eliza felt a wave of nausea wash over her.

She sat heavily on the couch, the floral pattern of the cushions suddenly nauseating. Her hands shook so violently she couldn’t even hold her coffee cup. The silence of the house felt deafening, pressing in on her, and she had the sudden feeling of being observed, watched by unseen eyes. The hair on the back of her neck prickled.

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