The park bench, worn smooth by time, offered no solace. Amelia hunched forward, clutching a small, tarnished silver locket she’d unearthed while weeding her rose bushes. She didn’t remember burying it, or possessing it. Inside, nestled beneath a faded photograph of herself as a teenager, was a lock of hair and a small piece of paper.

The paper, a crumpled note, was scrawled with a message that seemed to claw at her heart. "They'll leave you." The words were simple, yet they held a profound sense of loss. She felt the tears welling in her eyes, blurring her vision. The sun, which had been warm on her skin moments before, now felt like a spotlight, exposing her to some unseen audience.

She clutched the locket tighter, feeling the metal bite into her palm. Her shoulders shook with silent sobs. The vibrant green of the park, usually a source of comfort, now seemed to press in on her, a suffocating reminder of what she had, and what she was destined to lose.

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