The email notification had arrived just as she was finally starting to feel… okay. "Your childhood home is now available" it said. She nearly dropped her phone. Her fingers trembled as she clicked the link. The pictures, the glossy depictions of a life she could no longer access, clawed at her resolve.

She sat at her desk, staring at the screen, the room's sudden emptiness amplifying her disorientation. She felt a profound physical exhaustion, like she had just run a marathon. The air felt thick, difficult to breathe. Each photo was a punch, each room a reminder of what was gone.

She closed her eyes, trying to block out the images, the feelings, the suffocating presence of what had been and could never be again. A choked sob escaped her, and she buried her face in her hands, wanting it to stop.

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