The aroma of freshly brewed coffee filled the small apartment, but it didn't do much to calm Leo's frayed nerves. He kept pacing, unable to settle, his thoughts racing at a frantic pace. He'd been battling insomnia for weeks, brought on by the news.

He pulled up the old photo on his phone, a snapshot of his family standing on the porch. The image was faded, but the smiles were still clear. He remembered the feeling of safety, the warmth, the belonging.

He picked up the phone, wanting to call his sister, but changed his mind. He didn't want to talk about it. He just wanted it to stop. The constant ache in his chest was becoming unbearable.

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