The afternoon sun cast long shadows across the cluttered garage, a familiar space suddenly rendered unfamiliar. David, recently separated, was struggling to get on top of everything. He was sorting through his motherโ€™s belongings, boxes that hadn't seen the light of day in decades. He found the letter in a small, wooden box hidden under a stack of old magazines. It was a draft, scribbled on a notepad, addressed to her employer, a printing press. The handwriting was hesitant, the words crossed out and rewritten multiple times. She was quitting her job. The reasons, scribbled in the margin, were vague and unclear. He dropped the letter onto the dusty concrete floor, a sense of unease creeping up his spine.

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