John sat on the dusty floor, surrounded by boxes of his past. He picked up a crumpled science project, his elementary school handwriting a childish scrawl. He felt a familiar knot of discomfort forming in his stomach.

He was a tough guy now, a man who didn't back down. But these memories, these reminders of his earlier years…they made him feel strangely small. He felt a sudden, sharp ache.

He couldn’t look at it anymore. He hurled the project against the wall, the paper scattering across the floor. He wanted to rage, to break something. He took a deep, ragged breath, fighting back the unwelcome tears.

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