The clatter of dishes in the sink sent a fresh wave of unease through Clara. She sat rigidly at the kitchen table, her gaze fixed on the rain streaming down the window. Her partner, Ben, was whistling cheerfully, the sound grating on her nerves. He'd been unusually chipper all week.

She hadn't realized the subtle way he'd been changing. She hadnโ€™t even realized he was taking classes. She heard a word, a single sentence of Cantonese, and her world tilted.

Her throat felt constricted. She felt the sudden urge to flee, to disappear. She closed her eyes briefly, trying to regain control. When she opened them, Ben was standing in front of her, his smile still intact.

โ€œWhat's wrong, love?โ€ he asked, the words in English.

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