The letter, found tucked inside a childhood journal, was addressed to a friend she'd lost contact with. The pages brought back a time of innocence, a time she no longer recognized. It filled her with an unsettling unease.

She sat in the dim light of her bedroom, hunched over the letter. Her breath came in short, shallow gasps. Her hands shook as she held the delicate paper. She felt a pressure building behind her eyes.

The words, filled with youthful enthusiasm, now felt like a cruel joke. The memories, once cherished, now seemed tainted. She felt a profound sense of loss, a longing for something she could never reclaim. The walls seemed to close in.

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