The attic was a labyrinth of shadows and forgotten memories. She felt suffocated, as if the walls were closing in on her. The weight of her decisions pressed down on her chest.

She uncovered a box of children's books. She picked one up, the cover worn and familiar. It was a story about a little girl who found a magical world.

She turned the pages, reading the words aloud. But the story's happy ending only deepened her sense of loss and isolation. She felt a hot sting behind her eyes, the tears threatening to spill.

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