He hadn't been sleeping well, and everything felt overwhelming. John, recently, had felt like a balloon, about to burst from the slightest pressure. His aunt had asked him to go through some old family photos.

The first picture was harmless enough. Then, he came across a photo of his grandfather, a man he’d been told was a stoic and reserved individual, smiling broadly, hand in hand with a woman John had never seen before. He felt a stab of anxiety.

He continued to turn the pages, his breath catching in his throat. The carefully constructed stories of his family’s past were quickly being deconstructed before his eyes. It was too much. He closed the album with a snap and retreated to the garden, needing the fresh air to calm the sudden agitation in his chest.

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