The metallic tang of fear coated Daniel’s mouth. He hadn’t felt like this since… well, since a very long time. His hands, usually steady, were now shaking so badly he could barely keep them in his pockets. He hated weakness. His coworker, Emily, was trying to lighten the mood with a joke, but he didn't even hear what she said. He just stared at the floor.

He shifted from foot to foot. They’d argued before the meeting about the budget cuts. He'd been too aggressive. Too harsh. Now, the weight of their unresolved disagreement sat heavy on his chest. It's what he deserved.

He clenched his fists, the nails digging into his palms. He didn’t dare look at her. He couldn’t face her. The guilt he felt was a heavy thing, a physical burden he wasn't sure he could carry.

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