The realtor’s voice, cheerful and oblivious, grated on her ears. "Think of all the possibilities!" she chirped. Emily stared at the floor, picking at a loose thread on her sweater. It was like she couldn’t listen. The words washed over her, meaningless. She felt like she was trapped.

She'd been spending hours in the attic, sifting through boxes of forgotten treasures. Each trinket, each faded photograph, was a fresh wound. She felt a growing pressure inside her chest, making it hard to breathe. The house wasn't just bricks and mortar; it held the essence of her and her family.

She excused herself and went to the bathroom, throwing up in the toilet.

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