"Look, Grandma!" Little Finn held up a drawing. The figure, drawn in thick black crayon, was undeniably the same as the guardian his grandmother had mentioned: the one named Shadow. Sarah, her eyes glistening, struggled to keep her voice even. This past month had been a whirlwind of bad news. The drawings were a lot to take in.

She felt a hollowness in her stomach, a feeling of being exposed and vulnerable. She remembered the comfort Shadow had offered her, the safety he had provided. Now, seeing him again, brought about an uncomfortable situation.

She blinked rapidly, trying to clear her vision. She needed a moment. She went to the window, staring blankly at the garden as the sun dipped below the horizon, feeling incredibly hollow.

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