A wave of nausea washed over Amelia as she stared at the mirror. Her reflection was a stranger, eyes wide and haunted. The lipstick she'd meticulously applied only served to highlight the tremors in her hands. Giving this speech was an awful sentence.

She'd spent the last week locked in her office, avoiding calls, ignoring emails. Her phone vibrated incessantly; each buzz a tiny hammer against her skull. The weight of expectations, the fear of revealing her imperfections, pressed down on her chest, making it hard to breathe.

She imagined her mother's knowing gaze, the subtle disappointment that always lurked beneath her pleasant smile. The thought sent a fresh jolt of distress through her. She should be happy, she knew. Instead, she felt like she was trapped in a gilded cage.

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