The air in the library, normally soothing, felt stifling. Charles examined the photographs, each image a fresh wound. His father had always spoken of his mother’s quiet strength, her devotion to family.

The photos revealed something else entirely. There she was, laughing with someone who was not his father. Her eyes, usually full of love and understanding, shone with a different kind of joy. The betrayal, the deceit, gnawed at Charles’s insides.

He felt sick, as though he’d been tricked. The pain was physical, a constricting pressure around his chest. He closed his eyes, desperate to escape the weight of the pictures, the shattering of everything he thought he knew.

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