"Where did you get that?" The words hung in the air, heavy and accusing, as Mark's mother stared at the wallet. He'd gone home to visit, hoping to share some good news, but the wallet’s discovery had changed everything. He felt a searing pain.

He’d been struggling, the weight of his job, his failing relationships, all bearing down. This money could fix everything, provide the comfort and ease he so desperately sought. However, his mother's glare felt like a judgment.

His palms began to sweat. He pictured the owner, their desperation, the loss. He knew he had to do the right thing, return the wallet, but the temptation was a physical force, pulling him away.

He paced the room, the familiar furniture suddenly alien and hostile. The walls seemed to be closing in, squeezing the air from his lungs. The weight of his secret was unbearable. He felt like a prisoner, trapped by his own desires. He swallowed, trying to force down the bitter taste of regret.

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