“This is ridiculous,” Mark muttered, his voice raspy. He stared at the box he’d unearthed in his new garden, a home he hadn’t chosen. He wasn't sure he wanted to unpack it. He'd been irritable, short-tempered since the move. The time capsule, though, felt like something he *should* do.

He pulled open the lid, revealing a mix of trinkets and a small, folded piece of paper. He unfolded it and the words seemed to burn into his vision. It was a letter to his future self, full of hopes and dreams he’d long abandoned. A tight knot formed in his chest. The carefully curated persona he'd built started to crumble.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236