The vibrant colors of the art studio had lost their appeal. Maya found herself staring blankly at her canvas, the brush frozen in her hand. The creative spark, her usual refuge, had been extinguished. She felt a profound sense of loss.

She felt like she was constantly playing a part. She’d tried to be normal, to act as though nothing was wrong, but the effort was exhausting. The knowledge that someone else had seen her innermost thoughts was a heavy burden.

She walked the streets alone. The city lights blurred in her vision. The weight of it all was overwhelming.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236