"It's just a vase," his mother had said, her voice strained. But the delicate, hand-painted porcelain vase, a gift from her mother, meant so much more. Her sister needed the funds. It felt like being submerged in water.

He ran his fingers over the smooth surface, remembering his grandmother's smile as she presented it. The silence in the house felt oppressive. He couldn’t bear to look at the other person.

He started avoiding meals. The world seemed to have lost its color. He felt a deep, profound sense of disconnect, as if he were watching his life from afar.

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