The request popped up on her screen like a malignant weed. From Kevin. The name was enough to make Sarah's stomach churn.

Her hands shook as she opened the notification. It was a simple request, with no accompanying message. Just a name. Just Kevin.

She felt the old anxieties resurface, a familiar knot tightening in her chest. She remembered every hurtful comment, every act of subtle cruelty.

She abruptly stood up and slammed her hand against the wall. She felt a burning sensation on her hand. She stared at it, then sat down at the table and cried.

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