He hadn't thought about the house in years, not really. Then, the listing popped up. Liam felt a chill run down his spine. The past was suddenly inescapable. The website’s saccharine description felt insulting, a shallow attempt to capture the essence of a place that held so much history.

He stared at the pictures, each one a trigger. The overgrown garden, the chipped paint on the front door, the shadows that always seemed to linger in the hallway. He remembered the feeling of being a child, the weight of the world lifted from his shoulders.

He felt a tightness in his throat, a sudden longing for something he could never have again. He closed his eyes, the images burned into his memory. When he opened them, the world felt… different, somehow. He knew, with a certainty that chilled him to the bone, that things would never be the same.

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