The doorbell chimed, a cheery sound that grated on her nerves. She peered through the peephole and saw Mr. Davies, holding a packet of sunflower seeds.

"Good afternoon! Lovely weather! I was hoping you wouldn't mind…" He trailed off, gesturing towards the barren patch of grass separating their properties. "Perhaps I could cultivate a small garden? Just a little something to brighten things up."

She immediately began cataloging everything she had to do that day. Her mind raced with lists, things to avoid, errands to postpone. It seemed safer.

She pulled the door a little closer, her voice coming out higher pitched than usual. “Oh, I don’t know. I’m quite particular about the aesthetic of the yard," she said, before abruptly shutting the door, the click resounding like a gunshot. She leaned against the door, feeling the throbbing in her temples.

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