The email sat in Martha’s inbox, glowing with the harsh light of betrayal. It was from her closest friend, Emily, and it praised the new cookbook by a famous chef, citing a particular soup recipe as a stroke of genius. Martha had recognised it instantly. The same combination of herbs, the same slow cooking process, the exact subtle notes of lemon. The soup was hers, something they'd made together countless times.

Her jaw clenched. The kitchen, once her sanctuary, now felt like a battleground. She scrubbed at the counter with unnecessary force, the soapy water splashing onto her hands. Her cheeks burned.

She ripped off her apron, the action more violent than necessary. The mundane objects around her seemed to mock her, the ladle and pot and wooden spoon. She grabbed her keys and fled out the door. The familiar streets felt unfamiliar, alien.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242