He'd found out through a social media post, a casual mention of a new exhibition at the city’s most prestigious gallery. Mark's breath caught in his throat. He felt lightheaded as he scrolled through the images, and found his.

He was filled with a hollowness he didn't quite understand. He hadn't painted in years. Seeing his work there, displayed so prominently, it felt like a ghost, an echo of a life he’d left behind. He’d forgotten the feeling of the brush on canvas, the smell of turpentine.

The gallery had stolen something from him – not just his painting, but a part of his past, a part of himself. He felt a desperate need to reclaim it, to understand why they’d done this. He grabbed his coat and decided he had to go see it.

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