“Grandma's Secret,” the bakery sign boasted, above a picture of a smiling woman. Leo choked back a dry cough, his throat suddenly constricted. He'd poured his heart into that cookie recipe, his grandmother's recipe, a comfort food he used to share with everyone. Now, it was being used by a stranger, plastered on advertisements, a part of a brand.

His chest felt tight, as if a weight was pressing down. He stood across the street, watching customers stream into the bakery. The aroma of baking cookies wafted towards him, a scent that once brought peace. Now, it brought a kind of pain, a dull ache behind his eyes.

He turned and walked away, his steps heavy, each footfall a burden. He pulled up his jacket to shield his face, wanting to vanish into the crowd.

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