"It's just a necklace, Liam," his wife had said gently. But the antique gold locket, with its delicate filigree, was so much more. It was his grandmother's, a constant reminder of her love. His aunt needed the money.

He found himself pacing the living room, unable to sit still. The silence in the house was deafening, amplified by the drumming of rain against the windows. His chest felt constricted, as if a hand were squeezing his heart.

He couldn't sleep. He spent the night staring at the ceiling, replaying every conversation, every argument. He felt a deep, profound sense of loss that left him feeling hollowed out.

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