The grand staircase seemed to mock Theo, its polished wood reflecting his own weary face. He felt a familiar hollowness in his chest, a sense of disconnect that followed him like a shadow. His sister, Iris, was fussing with the curtains, a whirlwind of nervous energy. He didn’t want to be near her, not now.

He felt a tightness in his jaw, a constant clenching he couldn't control. He wandered into the library, his grandmother’s haven. He ran his fingers along the spines of the books, seeking some comfort, but found none. He felt a sudden, sharp urge to leave, to escape the suffocating atmosphere of the house and the unresolved issues with his sister.

He sat on the floor, resting his head against the cold wood of the bookshelves.

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