The doorbell rang, a shrill, unwelcome sound. David almost didn’t answer. He’d been lost in the labyrinth of his own thoughts, the silence of his apartment broken only by the rhythmic hum of the refrigerator. He opened the door to find a delivery person holding a vase overflowing with deep purple orchids. No card.

He let the flowers sit on the counter. His appetite was completely gone. He hadn’t eaten anything all day. They represented some unknown, yet significant, element in his life. He found himself picking at the petals, tearing them one by one.

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