The hammering next door started again. It was a physical assault. It vibrated up through the floor, making her teeth ache. Her hands clenched into fists.

She was already on edge, the smallest thing setting her off. The incessant pounding felt like a personal attack. She gripped the arms of her chair, trying to steady herself.

She took deep, rattling breaths, counting each one. She imagined the carpenter next door, his obliviousness a source of great frustration. The walls seemed to be closing in.

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