Rain lashed against the windows, mirroring the unease churning in Amelia's stomach. Liam was humming in the kitchen, a cheerful sound that felt like a pinprick to her already frayed nerves. She'd been feeling… off all day, a low-grade hum of disquiet vibrating beneath her skin. She'd walked in, earlier, to the sound of him butchering her mother tongue, a language so intertwined with her identity it felt like a violation.

He emerged from the kitchen, a plate of what looked suspiciously like her grandmother’s apple crumble in his hands. "Something smells amazing!" he announced. He had a slight, clumsy smile. Amelia, suddenly finding the need to be anywhere else, busied herself with rearranging the cushions on the sofa. "I wanted to try out my… *new* skills."

Her breath hitched. She forced a smile, though it felt brittle against her lips. "Really?" He’d been so secretive lately, disappearing into his study for hours on end, and now this. A knot tightened in her chest. "It’s... thoughtful," she managed, her voice barely a whisper.

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