The sound of the gate latch clicking open, again. I had been attempting to read, my concentration shattered. My head throbbed. I closed the book, the pages snapping shut with a finality that felt hollow. There he was again. Buster.

I stared at the dog, a big, clumsy, golden blob, as he sniffed at the base of the oak tree. The feeling was a crushing weight in my chest. I couldn't understand why they let him out.

I went inside, avoiding eye contact. The walls felt like they were closing in. I felt a need to break something.

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