The constant creaking, the smell of sawdust, the sight of the wooden puppets, which I had once built with such joy and love, now brought a knot of tension to my chest. My son, Owen, inherited my passion for the craft, spending hours in his workshop creating intricate marionettes.

One night, I caught myself staring into Owen's workshop window. He was alone, surrounded by the puppets, which looked eerily lifelike in the dim light. I couldn't sleep after that.

I started taking the long way around the house. I kept the windows closed.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290