The family home, usually a haven, now felt like a gilded cage. Emily wandered through the familiar rooms, the weight of the secret pressing down on her. Every item, every photograph, a constant reminder of the lie.

She picked up a framed picture of her and her parents, smiling brightly. The smiles felt fake, the memory tainted. The past she'd built on now felt fragile, on the verge of shattering.

She felt a desperate need to escape, to run, to sever ties, but where could she go? She was caught in a current, pulled along by a force she couldn’t control. She felt overwhelmed.

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