The pawn shop was a maze of dusty shelves and forgotten treasures. James, however, only had eyes for one thing. The ring. His grandfather had given it to her. It was a tangible link to a past that was quickly fading.

He felt a cold knot tighten in his stomach. The realization that it had ended up here, in this place, was a brutal blow. He thought of his grandfather's stories of its creation. It was a betrayal, a violation.

He found it difficult to breathe. He wanted to scream, to smash something, to stop this awful charade. He felt a compulsion, a primal urge to protect it. He knew he had to get it.

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