The notification buzzed, a tiny tremor of anxiety running up Amelia's spine. It was a Facebook friend request. From Brad. Brad, who used to delight in tripping her in the school hallway, who had once "accidentally" spilled grape juice down the back of her new dress. She felt her chest constrict.

Her breath hitched. Should she ignore it? Block him? She stared at the screen, the cursor a blinking mockery of her indecision. Her palms began to sweat, and she absently rubbed them on her jeans.

She scrolled through his profile, the polished facade of a successful accountant staring back at her. A family photo, a grinning wife, two perfect children. He looked… happy. And she felt a bitter knot of something tighten in her stomach.

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