Liam stared at the stack of papers, his stomach churning. He'd thought he was over this. Over his childhood anxieties. Yet, here they were: every book report, every math test, every pathetic attempt at creative writing. His mother, the woman who always understood, had hoarded it all.

He picked up a test marked with a red "C," the shame burning his ears. He was a successful architect now, building skyscrapers, not struggling with fractions. He felt a familiar prickling behind his eyes. He hated feeling like this, easily wounded.

He slumped onto the dusty floor, the scent of mothballs and aging paper filling his nostrils. The room swam slightly. He felt like a failure again, a clumsy kid fumbling through life. He buried his face in his hands, wishing he could 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