He’d felt adrift for years, disconnected. John felt lost inside of himself. Wandering through his parents' old house, a place he hadn’t visited in decades, he stumbled upon something buried beneath a forgotten rose bush. A time capsule.

He pried it open, his hands unsteady. Inside were his childhood drawings, a favorite comic book, and a letter. He read the letter, the words echoing his youthful aspirations. He looked around him, seeing the ghosts of memories, and felt a profound sense of sadness. The present was a stark contrast to the bright hopes of his youth, and the feeling was crushing.

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