"Unbelievable," thought Laura, her voice barely a whisper. She found a private Facebook page. Her daughter, Olivia, had carefully hidden it, and now, Laura realized her carefully constructed facade of a perfect family had been shattered.

Laura retreated to the bathroom, splashing cold water on her face. The mirror reflected her own stunned expression. She felt a rising tide of anger, but beneath that, a deep, pervasive sense of isolation.

She felt utterly adrift, as though the ground had been swept from beneath her feet. The tiles beneath her feet were cold, and the silence in the house was a deafening roar. She didn't know how to move forward.

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