A knot twisted in Amelia’s stomach. The email from Clara sat unopened in her inbox, a digital landmine. It was about their shared project, the one that had consumed them for months. Clara's version of the final presentation was so far removed from Amelia's recollection that they seemed to inhabit different realities. Amelia remembered the meticulous planning, the late nights, the compromises they’d made. Clara, on the other hand, saw it as a collaborative effort where she had been the mastermind and Amelia, the accessory. Amelia stared at the screen, her heart pounding against her ribs. She couldn't breathe. She felt a profound sense of injustice, of being erased, of being… wrong. She felt compelled to delete the email.

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