It was an accident, she told herself. He must have clicked the wrong button. But the confirmation on her phone – "Ms. Rodriguez followed you" – wouldn't disappear. Emily went pale. The world tilted slightly.

She spent the evening deleting anything remotely revealing. She erased old posts, photos with friends, even the music she listened to. Her hands trembled. Her carefully constructed online persona, designed to be cool and nonchalant, now felt incredibly exposed.

The next day, she skipped her art class. She couldn't bring herself to face Ms. Rodriguez, to be looked at with those knowing eyes. Instead, she stayed home, the curtains drawn, the silence amplifying her internal unease.

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