The renovation project was a physical weight on Sarah. She found herself retreating into her bedroom. She huddled under the covers, as if trying to shield herself from a physical attack.

She turned her phone off, desperate for some peace. It wasn't working. Her teeth were clenched. Her breath came in short, shallow gasps. She hated feeling like this. She felt vulnerable.

She thought about leaving, but the thought of facing the world outside her home was equally unpleasant. She closed her eyes, willing the sounds to stop.

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