The photograph of the girl stared back at her from the bedside table, a constant, unsettling presence. Emily couldn't sleep. The knowledge of her existence, a sister, felt like a physical weight, crushing her. She tossed and turned, the silk sheets twisted around her legs.

She sat up, the room spinning around her. Her mouth was dry, her throat tight. She felt a burning pressure behind her eyes, the familiar precursor to a sob. Each breath was a struggle.

She ran her hands over her face, feeling the prickle of unshed tears. This new reality, this secret sibling, was an ache she couldn't shake. She felt an uncontrollable urge to scream, to lash out, to rend the fabric of her life.

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