The website's cheery layout, its promises of easy living, grated on Leo's nerves. He’d found the listing by accident, the address a punch to the stomach. The house, his childhood sanctuary, was being sold off. He felt a hollowness he hadn't realized he could experience.

He saw the carefully staged photographs, the perfectly manicured lawn, the bright, inviting interiors. It was like looking at a stranger's home, not the place where he had grown up, where he had learned to walk and talk.

He felt a sudden, inexplicable urge to run, to escape the suffocating confines of his own emotions. He sat, immobile, staring at the screen. The words swam before his eyes, a jumble of meaningless syllables.

He leaned back in his chair, the feeling of pressure building in his temples. He was overwhelmed by a sense of loss, a profound sense of… something he couldn’t name.

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