"Okay, so here's the sales report template," I said, trying to sound as if I wasn't being devoured from the inside out. My new counterpart, a young woman with a sharp haircut, listened intently. The template was my baby. I created it from scratch. Now I had to share it.

The office felt too noisy, the printers too loud. I felt a stinging sensation behind my eyes. I felt a sudden urge to get up and walk away, but instead, I gripped the edge of the desk, my knuckles turning white. I found myself rambling, over-explaining details that were obvious. I couldn’t stop.

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