The sun streaming through the dusty window illuminated the list, the ink faded but legible. "Go skydiving." Mark's gut clenched. His father, a man who embraced risk, had always urged him to live life to the fullest. Mark, burdened by worry and indecision, rarely took chances. The contrast between his father's bold spirit and his own cautious nature suddenly felt unbearable.

He felt a sudden, inexplicable urge to flee.

He threw the list onto the table, the paper landing with a dull thud. He thought of his job, his monotonous routine, and the feeling grew stronger.

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