The doctor's words replayed in his head, a constant, irritating loop. "A clerical error," he’d said, dismissing it with a wave of his hand. But how could a single mistake erase a lifetime of physical health? The report indicated multiple operations, invasive procedures he had never undergone.

He could barely focus. He found himself picking at the skin around his nails, a nervous habit he hadn't indulged in years. He felt a cold sweat prickle his skin, a chill that had nothing to do with the room's temperature.

He walked aimlessly, the city streets devoid of their usual allure. The world seemed muted, colors faded. He felt adrift, lost in a sea of uncertainty. His own body felt like a stranger's.

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