A sour taste coated Leo’s mouth, a physical manifestation of the bile rising in his throat. His son, Alex, had just announced his conversion to Scientology. He sat motionless, at the kitchen table, the half-eaten sandwich in front of him forgotten.

He felt a sudden, urgent need to escape, to run.

He felt a pressure in his chest that made it hard to breathe. The air in the room seemed heavy, stagnant, suffocating. He stared at Alex, his face a mask of what he hoped looked like calm, but inside, a maelstrom raged.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229