The heavy oak desk in the study felt cold beneath Leo's fingertips. His grandfather’s writing desk, a solid, sturdy piece of furniture, was also on the chopping block. His uncle wanted to sell it. He felt adrift.

He ran his hand over the worn leather of the desktop, imagining the countless stories his grandfather had written there. The scent of old paper and pipe tobacco seemed to linger in the air. The very air around him felt thin.

He could barely focus on his studies. The thought of the desk disappearing, becoming someone else's… it was a weight he couldn't shake. He skipped lunch, unable to face anyone.

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