He saw the sign as he walked past: “Farewell, Friends.” The words, painted on a chalkboard outside “Antonio’s,” hit him like a physical blow. James had loved this place since he was a little boy.

His jaw tightened. He stopped walking, his feet rooted to the pavement. The city noises faded as he stared at the familiar red awning, a lump forming in his throat.

He wanted to scream, to protest, to beg them not to go. But all he did was stand there, frozen, the weight of the realization pressing down on him.

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