He stared at his reflection in the bathroom mirror. His face was pale, his eyes red-rimmed. He splashed cold water on his face, but it did nothing to cool the fire burning inside him. The world felt turned upside down.

He walked into the living room, and stared at the empty space. It would soon be even emptier. Every corner of the apartment held a memory, a shared joke, a whispered secret. He ran a hand over the worn couch, remembering the countless movie nights.

He let out a shaky breath, the air in the room suddenly feeling too thick. He knew he had to be strong, to be happy for her. But the thought of her leaving, of their lives diverging, felt like a crushing weight.

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