Her hands trembled as she scrolled through the account, "MysticMila", which was, unmistakably, her daughter. The posts were filled with a darkness that chilled her to the core, a pain she didn't know how to address.

She retreated to her bedroom, shutting the door behind her. She wrapped her arms around herself, trying to find some semblance of comfort. A coldness spread through her, a sense of isolation that was overwhelming.

She felt a hollowness, an echoing void where trust and understanding had once been. The walls seemed to close in on her, the air thick with unspoken words and unanswered questions. She felt utterly lost, adrift in a sea of unspoken emotions.

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