The weight on her chest was unbearable. Anna had been living in a fog, going through the motions. While attempting to clear out the attic, a task she’d been putting off for months, she unearthed a box. A time capsule.

She opened it, her fingers trembling. Inside was a collection of letters, each one addressed to her from various points in her life. She started reading them. The words, filled with youthful dreams and aspirations, hit her like a physical blow. She felt the gap between her current self and the person she once wanted to be, and it left her with a bitter taste in her mouth.

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