The old pocket watch, passed down through generations of his family, now lay gleaming in the sunlight of the pawnshop window. James stood across the street, his legs heavy, unable to move. A knot formed in his gut, twisting and tightening.

He remembered his grandfather showing him the watch, explaining its history, the inscription etched on the back. A tangible link to his past, and now, it was for sale. A wave of nausea washed over him. He felt his vision blur.

His father, standing beside him, began to speak. He tried to listen, but the words were a distant hum. The weight of it all was crushing. The pawnshop door swung open, and a customer entered. James felt a scream building in his chest, a silent plea. He wanted to stop it, to rewind time.

He closed his eyes, his head throbbing. He took a deep breath, fighting for control. He couldn't let go of this thing.

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