The air in the library was thick with the scent of aged paper and leather. Clara's fingers traced the delicate lines of the letter. She had been helping her grandmother organize her things after a fall. This particular letter was tucked inside a faded copy of *Wuthering Heights*. It was her grandfather's formal resignation, addressed to the headmaster of the boarding school where he had been a teacher. The reason given was a move to "pursue other interests." Clara studied the cramped handwriting, searching for hidden meanings. The carefully chosen words seemed to conceal a truth. She felt a growing sense of isolation, a sudden distance from the world around her.

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