"Ms. Eleanor Vance." The words swam before her eyes, blurring with the tears she couldn't seem to stop. The package, heavy with an unknown burden, lay on the floor near the door. It was addressed to the woman who had lived here before her, the woman whose absence had cast a long, dark shadow. The woman who… well, the less said, the better.

Every day, the box mocked her.

She found herself checking the locks obsessively, the click of the deadbolt echoing in the stillness. Sleep offered no escape; her dreams, once vibrant, were now haunted by fragmented images and suffocating darkness.

She picked it up. She dropped it. Then, she opened it.

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