The rain hammered against the windowpane, mirroring the relentless pounding in Leo's head. He gripped the steering wheel so tightly his knuckles were white, the leather cold and unyielding. The encounter with Chloe earlier that day still played on repeat behind his eyes. He’d tried to jog her memory, to prompt a flicker of recognition, but only found a polite indifference.

He turned the key in the ignition, and the engine roared to life, a mechanical groan in the otherwise silent night. He pressed his foot down, speeding away from the house he had been so excited to visit. His lungs felt heavy, and he had to fight back the tears that threatened to spill over.

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