Her hands trembled as she saw the notification. Ms. Ramirez, her choir teacher, had followed her. She was a woman who always smiled, but behind those smiles, she now feltโ€ฆ guarded. She wasn't sure what would happen next, but her insides twisted up.

She found herself avoiding the choir room, the place where she usually felt most at ease. The sound of singing now felt alien, almost mocking.

She spent the afternoon staring out the window, watching the rain streak down the glass, mirroring the confusion inside of her. She felt as if she was adrift at sea, with no land in sight.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236