It started with a simple phone call, a friendly nurse reminding Mark about a follow-up appointment for a condition he didn't even know existed. Confusion gave way to a cold dread that spread through his veins. That evening, he sat at his kitchen table, the medical records sprawled before him.

He couldn't focus on the words, the medical terminology blurred into a meaningless jumble. He felt a profound sense of violation, as if someone had rifled through the most intimate corners of his life. He slammed the papers down.

He walked outside into the cool night air, unable to shake the feeling of being watched. He began to look over his shoulder more often, as if someone were hiding in the shadows. Each noise sent a jolt of alarm through him.

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