The realtorโ€™s words, a cheery lilt, echoed in Clara's ears. "Charming history! Such character!" She now saw only the peeling paint, the warped floorboards whispering secrets. The police report, tucked away in a file, told a different story โ€“ a brutal robbery, a man bludgeoned to death. Clara felt a knot tighten in her stomach, a coldness spreading through her limbs. She picked at the label on a newly purchased box of dish soap, fingers fumbling. Sleep had become a battlefield, haunted by shadows and the unseen presence of the past.

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