The news felt like a physical blow. Emily crumpled on her bed, her shoulders shaking, her breath catching in her throat. She gripped the worn fabric of her comforter, the feeling grounding. Tears welled and spilled down her cheeks.

She tried to rationalize it, to understand. But the facts remained. Her carefully constructed life, her future plans, were now uncertain. She didn’t know what to do.

She felt helpless. She was going to lose her friend, her community, the life she had built. The loss was a painful weight. She curled into a fetal position, wanting to disappear.

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