He stared at the city skyline, the lights blurring through unshed tears. The doctor's words replayed in his head, a constant, sickening soundtrack. Years of research, and the only result came today. The silence of his apartment felt suffocating, a vacuum pulling at his sanity.

He felt a tap on his shoulder as he turned away from the window. A young woman, her face pale, stared back at him. She clutched a medical chart and spoke quietly. "I… I think we have the same thing."

A feeling of intense loneliness eased slightly, replaced by a cautious curiosity.

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:
šŸ˜ž0.343
S0.317
ness0.302
šŸ˜”0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236