The air inside the shop felt thick, heavy with the scent of old things and regret. David walked in, his shoulders slumped, his eyes scanning the displays. He found it. His grandmother’s ring. He’d known it would end up here. Her passing, the family’s descent into debt, it was all a wretched, slow burn.

He felt a cold sweat break out on his forehead. The sight of the ring, so familiar, so personal, displayed for anyone to see, was like a slap in the face. His hands clenched into fists, nails digging into his palms.

He forced himself to approach the counter, his legs feeling like lead. He needed to get it. He had to reclaim it, to preserve some semblance of the past. The shopkeeper’s dismissive attitude felt like another insult.

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