A tightening in his chest. That's what the word "fence" brought. Mark stared at the email notification, his jaw clenching. He hadn't spoken to Mr. Henderson in weeks, since the disagreement over the dog. He ran a hand through his hair, the gesture more a frustrated tug. Now, this proposed dividing line.

He went out onto his porch, squinting against the harsh sunlight. Across the yard, the spot where the fence would go loomed large in his mind's eye. A feeling of isolation blossomed within him, a chill spreading through his limbs despite the warmth of the sun. He imagined the way the fence would cut off the view of the sunset, the casual wave hello, the easy exchange of tools. All gone.

He took a deep breath, trying to steady himself. He felt a need to argue, to convince, to stop this change from happening. But what could he say? What justification did he have? He knew Mr. Henderson wanted the fence to keep his kids' things safe.

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