It felt like the world was spinning. Amelia stared at the grade, a stark 'F' written in bold red. A flush climbed her neck, spreading to her face. She had dedicated weeks of her life to that paper, she had even hired a tutor to help her.

She quickly pushed the paper into her bag, as if it would burst into flames. The air in the cafe felt thick, hard to breathe. The clatter of plates, the murmur of conversations, all felt loud and intrusive.

Her boyfriend, David, arrived, his face beaming. “Hey, babe! How’d it go?” Amelia looked at him, and her eyes welled up. She wanted to scream. She gave him a weak smile, swallowed the huge lump in her throat, and said, "It was fine." The lie hung heavy in the air between them.

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