The weight of the world seemed to press down on her. The gallery was filled with people admiring her "Forgotten Memories," her tapestry. She felt a strange tingling in her fingertips. Her name wasn't on it, of course. Someone else was claiming her work as their own, and the injustice of it all stole her ability to speak. The room spun. The applause was deafening, the compliments stinging. She closed her eyes, wishing she could rewind time and never have made it in the first place.

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