The musty scent of the old trunk filled the air. She lifted the letter, written by her mother. It was a letter of apology to her mother's employer: *"...my actions... I take full responsibility... mental instability..."* She felt a cold dread creep into her bones. Her mother had always told her she was fired due to a disagreement with her boss. But the truth was more complex.

She swallowed hard, trying to keep her composure. Her breathing quickened, a frantic rhythm in her chest. She reread the words, each sentence a stab of pain. She felt a profound sense of sadness, not only for her mother, but for the life she didn’t live.

She slumped against the trunk, her legs giving way. Tears streamed down her face, silent and unstoppable. The room spun around her, the air thick with regret and despair. The past was a heavy weight.

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