The news hit him like a tidal wave. His grandfather, the man who had taught him everything about life, the rock of the family, was joining a cult. Arthur had always been a man of reason, a beacon of stability. Now, he was spouting phrases, his eyes alight with a fervor that was new and alarming.

Arthur found himself walking aimlessly through the city. The noise, the lights, the constant movement – it all amplified the unsettling feeling churning in his stomach. He stopped, leaned against a cold brick wall, and closed his eyes, desperately trying to find a sense of equilibrium.

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