He stared at the old pocket watch. It had belonged to his grandfather, given to him on his eighteenth birthday. His sister, needing funds for her new business venture, wanted to sell it. The world felt muted and distant.

The rhythmic ticking of the watch, once a comforting sound, now grated on his nerves. He found it difficult to concentrate at work. He kept forgetting things.

He kept seeing his grandfather's face, his smile, the way he would hold the watch. A leaden weight pressed down on his shoulders. He felt an urge to withdraw, to disappear.

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