The dust-filled attic, once a source of curiosity, now felt like a burden. John, a man who always kept his emotions in check, found himself struggling to breathe as he sorted through the attic's contents. He found a collection of old journals, their pages filled with cursive writing.

He opened one, reading snippets of a life he did not understand. He felt a sharp sting behind his eyes. He quickly closed it, as if afraid the words would leap off the page and grab him.

He felt the walls closing in. He sat down on the floor, his head in his hands. He wished he had never come up here. He started to tremble, a shiver running down his spine.

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