He stared at the school directory, his vision blurring. Ms. Bell. The name, printed in crisp, official letters, sparked a primal fear. A deep, unpleasant feeling, like the taste of metal in his mouth. He remembered the woman’s sharp tongue, her uncanny ability to find his weaknesses.

He found himself obsessively rearranging his son's backpack, checking and rechecking the contents. The mundane task was oddly calming. He felt a mounting urge to go to the school and observe her firsthand, to gauge how she treated his son.

He imagined the woman's face, unchanged by time, and felt a cold shudder.

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