The smell of freshly baked bread filled the kitchen, a stark contrast to the bitterness churning within him. He usually loved the aroma, but today, it was almost nauseating. David watched the dog dash across the yard, once again disrupting his quiet afternoon. He felt his hands begin to tremble.

He'd been trying to focus, to find some peace in the simple act of baking. The escape was a temporary reprieve from the relentless pressure. He was trying to plan for the future, but the constant interruptions were making it impossible. The dog and the fence were the perfect metaphor for everything that was going wrong in his life.

He slammed his fist on the counter, startling himself. The bread dough quivered. He took a deep breath, trying to calm the sudden heat that had flushed his face.

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