The familiar scent of the bakery, usually comforting, felt cloying today. Clara stood behind the counter, forcing a smile onto her face as she served customers. Inside, the world was crumbling. Her childhood diary, detailing her early crushes, her anxieties, was now public knowledge.

Every interaction felt fraught, every glance a potential judgment. She felt a constant ache in her chest, a physical manifestation of her emotional distress. Her hands shook as she rang up an order.

She imagined the whispers, the snickers, the way people would now look at her. The thought sent a fresh wave of panic through her. She needed to escape, to be somewhere safe, somewhere where the internet couldn't reach her. She made an excuse and ran out the back door, leaving the customers confused and the smell of bread behind.

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