"Are you alright, Leo?" His sister's question, softly spoken, cut through the noise of the cafe. He jumped, spilling a bit of his latte. "Just... tired," he mumbled, avoiding her gaze. The revelation about Mark, his 'software engineer' friend, the one he’d always described as the genius in their group, had left him feeling…off-kilter.

He kept seeing Mark's face when he realized that he had been an accountant this whole time. The image was vivid. He couldn't shake the picture of them meeting for brunch, him boasting about a new project, and now Leo felt physically sick.

He pushed his plate away, suddenly losing his appetite. He thought of all the times he’d sought Mark’s advice, the times he'd leaned on him for career guidance. He wanted to shout, to throw something. Now he understood that Mark had been no better than him, faking it through life. He buried his face in his hands.

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