The attic air tasted of dust and forgotten things. Elias ran a hand over his face, smearing the grime further. He wasn't sure why he'd decided to rummage through the boxes today, a day that already felt heavy with unspoken familial anxieties. His motherโ€™s recent health scare had cast a pall over everything. He'd been looking for old photo albums, something to distract his younger sister, when he'd stumbled across a file marked "Personal." Inside, nestled amongst yellowed newspaper clippings and a dried rose, was a letter. It was his father's handwriting, the familiar scrawl now seeming alien, and the subject line announced it as a resignation from his long-held position at the bank. The date was over twenty years ago, before Elias was even born. A wave of heat flushed through him, followed by a sudden chill. He sank onto the dusty floor, the unfinished thought hanging in the air.

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