The chipped mug trembled in Leo's hand, the lukewarm coffee a bitter echo of the morning. His mother, bless her heart, had set out his favorite, a dark roast he'd loved since college. Now, the aroma scraped against the raw edges of his anxiety. He avoided her gaze, focusing instead on the swirling patterns on the linoleum floor of the kitchen, each imperfection a tiny pinprick against the vast, empty space that had become his life.

He knew she was watching him. He could feel it, a weight settling on his shoulders with every ticking second of the grandfather clock in the hallway. "Sleep okay, honey?" she asked, her voice a little too bright.

Leo mumbled a response, something about tossing and turning. He hated the way his voice sounded, thin and reedy, a stranger's voice trapped in his own throat. He bolted down the coffee and nearly dropped the mug in the sink. He mumbled something about needing to go, and hurried away from the kitchen, from her concerned, yet hopeful eyes, the fear of the future clenching his chest.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354