"This can't be right," I muttered, the words catching in my throat. I stared at the paperwork: a history of debilitating migraines, a condition I'd never experienced. My own medical history was a blank slate.

The receptionist, a young woman with vibrant pink hair, had simply shrugged. "Happens all the time," she’d said, like it was a minor inconvenience. I clenched my fists, a surge of heat flooding my face. This felt like more than an inconvenience.

I left the clinic, the bright afternoon sun suddenly blinding. I needed to know the truth. I needed to understand what was real and what was a manufactured lie. The weight of this false diagnosis was a crushing burden on my shoulders.

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