The news felt like a physical blow, stealing the air from Marcus's lungs. He’d driven past the restaurant every day for the last ten years, a reassuring beacon in the chaos of his life. He felt a sudden, profound sense of loss, a void opening in his routine. He pressed his fingers against his temples, trying to ward off a headache.

He wandered through his apartment, restless, unable to settle. He glanced at the calendar; Tuesday, the day he always went. He let out a long, slow sigh. He considered calling his sister, but the thought felt too exhausting. He turned on the television, aimlessly flipping channels, the glowing screen reflecting his own blank expression.

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