The way the sunlight hit the dining room table, the angle of the curtains. Every detail felt off-kilter to Ben. Each day was a tightrope walk.

His mother’s attempts to engage in conversation made him want to scream. He'd abruptly leave the table, apologizing for the hasty exits and isolating himself in the garage. He had no control over the constant internal ache.

He couldn't sleep. He’d pace, picking at the loose threads on the sofa, counting the cracks in the ceiling. The feeling of wrongness never left.

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