He didn’t know what he was looking for, or if he was even looking for anything at all. Daniel wandered the aisles of the secondhand bookstore, the silence of the place wrapping around him like a comforting blanket. He felt the weight of the day, his own failings, settle in his shoulders, a dull ache that seemed to spread throughout his body. He pulled a volume of poetry off the shelf.

A photograph, creased and faded, slid out from between the pages. A young woman smiled into the camera, a vibrant, hopeful look on her face. A note was scrawled on the back: "Missing you always". Daniel's vision blurred. He quickly put the picture back where he found it and went outside, the cold air suddenly feeling like a slap in the face.

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