The rhythmic tap of Maya's fingers against the wooden desk felt like an accusation. She watched her husband, Ethan, who was usually so open with her, as he sat staring at his computer screen. The familiar glow of the laptop illuminated a foreign script, a script she did not recognize.

She had noticed that he had been more distant lately. He had been spending more time alone, his phone constantly in hand. He had always been so forthcoming with his feelings.

Her chest felt tight, constricted. She was unsure if she could ask him. This was not the man she knew. The man she loved. She wanted to scream.

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