The email arrived, a digital harbinger of unwelcome news. For Emily, the announcement was like a sudden blow to the solar plexus. Her childhood home was on the market, ready to be snatched up by someone else. She felt a profound sense ofโ€ฆ something akin to grief.

She avoided looking at the pictures for an hour. Finally, she gave in. The images were a cold slap in the face. The familiar rooms, now stripped of their warmth, felt alien and distant. It was like watching a stranger live in her past.

She stood up, her legs trembling. She felt a sudden, sharp pain in her chest. She needed to breathe, needed to get out of her small apartment. The walls seemed to be closing in on her, squeezing the air from her lungs.

She grabbed her keys and rushed out the door, the city streets becoming a blur of lights and movement.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236