The silence felt thick, suffocating. It was worse than the arguments. Sarah just sat there, and her silence was heavy, like a physical presence. The unspoken words hung in the air, a constant reminder of the fight they'd had earlier. Her coworker, John, was whistling tunelessly.

She stared at the floor. The carpet was worn, stained. It was nothing like the apartment that he had just left. The thought made her feel empty. Her jaw ached. She'd been grinding her teeth.

She forced herself to take a deep breath, trying to steady her ragged breaths. She felt a burning sensation behind her eyes. He had the wrong idea, but there was no getting through to him. No winning.

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