The coffee had gone cold, mirroring the frost that had begun to cover the windowpane. I stared at the rejection email again, the words mocking me. It had been my escape, my ticket. My way out. This was supposed to be the year, the one I finally broke free. I felt a tremor run through my body; my hands were shaking.

I pictured the faces of my family, their hopes and aspirations resting on my shoulders. I could barely breathe. The weight of their expectations felt like a physical burden. A sob caught in my throat. I pushed the chair away from the desk and began to pace the small apartment, the worn floorboards groaning under my feet.

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