The screen was a window into her most vulnerable self. Sophia’s diary, her safe space to be raw and honest, was now public. Her carefully constructed facade, the one she wore to navigate the world, was shattered.

She sat on her bed, legs pulled up to her chest, her arms wrapped tightly around them. She could feel her heart hammering against her ribs. Each click of the mouse, each new line she read, felt like a physical blow.

She felt a desperate, primal urge to hide. To shut the world out. She pulled the blankets over her head, as if she could burrow into the darkness and escape the relentless exposure. She was afraid to breathe.

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