"Could you please keep it down?" Mark snapped, his voice barely a whisper, as he stepped out onto his porch. The worker barely glanced up from his work. He just shrugged and hammered on. Mark’s palms were slick with sweat. He felt a tremor in his hands.

He retreated inside, his jaw clenching. He hadn't slept well in weeks, and the added clamor was making it worse. He felt a constant pressure behind his eyes, a dull ache that seemed to be expanding. The air in his house felt thick, suffocating. He wanted to scream.

He poured himself a glass of water, his hand shaking so badly he almost dropped the glass. He knew he was overreacting, but he couldn’t seem to help himself. Every loud noise felt like a personal assault.

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