“I can't believe it,” I mumbled, staring at the pictures. Mr. Petrov, my elderly neighbor, the one who always wore mismatched socks and borrowed my lawnmower, was featured in *Forbes* magazine. The headline blazed: "Tech Titan's Humble Abode."

My hands started to tremble. I dropped the magazine, the glossy pages scattering across the coffee table. My breath came in shallow, rapid pants. It all felt like a practical joke.

I ran my hands through my hair, feeling a cold sweat break out on my forehead. My neighbor, a titan? A billionaire? All this time. The lies, the facade… I stood up abruptly, and began to pace.

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