From the moment David stepped inside the house, he was beset by an overwhelming sense of vulnerability. He walked through the rooms, the silence amplifying the fragile state of his nerves. The walls seemed to close in on him.

He was rummaging through the attic, trying to find some old Christmas decorations, when he discovered the hidden room. It was behind a section of the chimney. Inside, a small, dusty desk and chair. The air was close, the silence absolute.

He ran his hand across the cold wood of the desk, and a wave of profound fatigue washed over him. The world tilted slightly, and he felt a sharp stab of something akin to grief. He sank into the chair, the weight of everything 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