The rain hammered against the windows, mirroring the relentless drumming in Leo's head. He should be focusing on his upcoming presentation, but instead, he was lost in the cavernous space of his father’s study, surrounded by the man’s absence. He'd inherited the house, a burden and a blessing, after his father’s unexpected passing. He was going through the paperwork, organizing, when he discovered it. A draft letter, crumpled and stained with what looked suspiciously like coffee. It was a complaint, a blistering, barely concealed tirade against his father’s superior at the pharmaceutical company. The language was uncharacteristically angry, a side of his father Leo had never witnessed. A knot of unease tightened around his ribs. He felt a profound sense of disorientation.

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
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236