He paced the length of his cramped apartment, the worn rug a familiar comfort beneath his feet. The knowledge that someone, a stranger, had taken his messy, chaotic existence and rendered it into a polished narrative gnawed at him. He’d found the book at a bookstore, tucked away in the "Inspirational Biographies" section. The author had omitted the years of struggle, the failures, the moments he'd rather forget. His breath hitched as he ran a hand through his already disheveled hair. A tight feeling was growing in his chest, making it difficult to inhale. He abruptly stopped pacing and stared at the framed photograph on the wall - a smiling picture of his family, the image somehow distant and unfamiliar.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236