The world felt suddenly off-kilter. The vibrant yellows and blues of her nephew’s artwork felt menacing. Emily couldn't shake the sensation that she was walking through a dream, an increasingly unsettling one. She had not had pleasant dreams in years, but the resurfacing of a particular figure, "Mr. Snuggles", made everything feel dangerous. She remembered his voice, a low rumble that felt both safe and hollow. Now, Mr. Snuggles was back, appearing in a series of crayon sketches she found on the fridge.

She began to avoid her sister's house, finding excuses to decline invitations. She stayed up late, staring at the ceiling, the fear of sleep and its accompanying nightmares heavy on her chest.

One day, she visited and saw another drawing, this time Mr. Snuggles was holding a flower. She ran out of the house, nearly tripping, and didn’t stop running until she got back to her apartment.

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