The ocean's roar seemed to mock him. Michael stared out at the waves, the salty wind whipping at his face. The bucket list, found hidden in his father’s old tackle box, felt like a cruel joke. He had found it the day after the funeral. He didn't know what to do.

"Go fishing with his son." He turned away from the water, his shoulders slumping. He felt like he would break. He picked at a loose thread on his jeans.

He read on, the words blurring before his eyes. "Write a book." He felt a bitter taste in his mouth. He crumpled the paper in his hand. He walked, away from the crashing waves.

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