Eliza stared at the letter, a single bead of sweat tracing a path down her temple. The contents of the box had belonged to her grandfather, a man she’d idealized her whole life. The discovery felt like a betrayal. The handwriting, instantly recognizable, was looping and elegant. It was the letter of resignation from a prestigious medical practice. The reasons were vague, referencing "ethical conflicts." Eliza ran a hand through her hair, a sense of disquiet swirling within her. She reread the passage multiple times, her heart hammering against her ribs. The past suddenly seemed less certain, the future more precarious.

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