The shadows in the garden seemed to deepen as the fence went up. I sat on the porch swing, watching the men work. Their laughter, the clatter of tools – it all grated on my nerves. It was like they were mocking me.

The fence, it was an invasion, a physical manifestation of everything I'd been trying to avoid. It wasn't about the property line. It was about something deeper, something colder. I felt a chill that had nothing to do with the evening air.

My hands began to tremble. I got up, wanting to do something, anything, but the only motion I was capable of was pacing from one side of the porch to the other.

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