The world tilted on its axis. Mrs. Garcia, her Spanish teacher, had begun liking her Instagram posts. She was a kind teacher, but this… this was different. She had let her guard down, allowing herself to express herself fully online.

She stared at her reflection in the bathroom mirror, her face pale, her eyes wide. She scrubbed at her cheeks, as if she could wipe away the feeling of exposure. The simple act of washing was now difficult.

She felt a wave of nausea. The walls of her world were closing in, the air growing heavy and hard to breathe. The world felt dangerous, full of unseen predators.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236