The house was too quiet, too still. The move had been a necessity, a way to start anew after the loss. The grief, though, remained, a constant companion. She felt like a tightly wound spring, ready to unravel.

She was trying to unpack in the library, the last box holding a collection of her late husband’s books. As she was rearranging them, she noticed a slight indentation in the wall behind the bookshelves. A section of the wood gave way. A secret room.

The room was small, with a single easel and a half-finished painting. The canvas held a landscape that looked hauntingly familiar. She stepped back, the world spinning.

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