The small notification was like a tiny stab wound. “Miss Bell is now following you.” Mark clenched his jaw. He had only shared pictures of his dog and his band's practices. He didn't think he had anything to hide, but the presence of his teacher felt like a spotlight turned on him.

He began re-evaluating everything he posted, his online history now tainted. Every image, every comment seemed to hold a new, more sinister meaning. He felt a profound sense of unease, a sense of being watched.

The music room, usually a sanctuary, now felt different. The music, which usually calmed him, seemed like a distraction. He couldn’t concentrate. He kept glancing at the door, expecting Miss Bell to appear, to comment, to judge.

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