"Great," Michael muttered, the word a mere exhale. He pressed the button again, though he knew it wouldn’t work. The red light remained stubbornly lit. He hated feeling exposed. He hated feeling trapped. He took another deep breath, trying to slow his hammering heart.

Across from him, his coworker, Jessica, was humming a cheerful tune. He envied her apparent serenity. He ran a hand through his hair, a nervous gesture he hadn't realized he was making until now. He should have told his wife about the email. He shouldn't have kept the secret from her.

He felt the familiar thrum of guilt, a low, persistent vibration that made his skin crawl. He closed his eyes, picturing the disappointed look on his wife’s face. He knew he was the architect of his own misery. He was so, so, very wrong.

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