He felt a deep chill. His best friend, Liam, had become a Scientologist. The announcement, delivered with such open excitement, felt like a betrayal. They had shared everything, from childhood secrets to college triumphs. Now, Liam was talking about "auditing" and "Thetan levels," and everything felt fractured.

He found himself staring out of the window, the city lights blurring through his tear-filled eyes. The world seemed to tilt, the ground beneath him unsteady. The shared history, the inside jokes, the years of companionship – all of it seemed to be vanishing, leaving behind a vast, empty space.

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