The cocktail in Sarah’s hand trembled. She’d always struggled with confidence. Now, here, in front of everyone, was her painting. Her very personal painting. The one she thought was hidden away. The one that was meant only for her.

She felt a tingling in her fingers, a sensation that spread up her arms, a shiver. She felt lightheaded, as if she might faint. People were talking. They were admiring her work. But all she could feel was mortification.

She wanted to shout, to run. But she was rooted to the spot, a prisoner of her own creation. She quickly finished her drink and made her way to the back.

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