From the moment she discovered the hidden account, Maria felt as though she'd swallowed a stone. The words, the images, they settled in her gut, heavy and cold. She wanted to throw up. It wasn't just the content, it was the secrecy. The blatant deception.

She sat on the edge of her bed, staring at the closed laptop, a heavy weight pressing down on her. The familiar objects in the room – the framed photographs, the well-worn books – suddenly seemed alien and mocking.

She felt a profound sense of loss, as if something precious had been stolen. She closed her eyes, trying to block out the images, but they burned behind her eyelids, a constant, flickering reminder of her daughter’s secret life.

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