The clatter of the neighbor's truck pulling up across the property line was enough to make David jump. He'd been meticulously weeding his rose bushes. Now, he felt the familiar pressure build in his chest. His fingers, usually steady, began to tremble.

The man was walking over, a clipboard in his hand. David’s pulse quickened. He hated confrontations. He hated *this*. He could feel a flush creeping up his neck. The man’s shadow fell over the roses. “We’re thinking about cutting down the willow,” he announced. David felt his throat close.

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