The sun was setting, casting long shadows across the attic floor. A collection of letters, tied together with a faded ribbon, lay before her. Emily picked up the photographs, her heart pounding in her chest.

Her grandmother had died recently, leaving behind a legacy of quiet servitude. The photos told a different story. One showed her in a stylish coat, laughing with a group of friends. Another revealed her in a passionate embrace with a man who was not her husband.

She dropped the photographs, her hands shaking uncontrollably. The truth, it was a bitter pill. She felt a profound sense of loss, not just for her grandmother, but for the fabricated past she had accepted as truth. She began to weep, tears streaming down her face.

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