The attic felt cold, despite the summer heat. He ran a hand over his tired face, trying to push away the unsettling thoughts. His mother, always gentle and kind, had always spoken of her mother’s suffering, of her devotion to the family.

He found the box, filled with old photographs. He stared at the images of his grandmother, dressed in elegant clothes, laughing with a man who wasn't his grandfather. He felt a sting in his eyes, a tightness in his chest.

The weight of the truth threatened to crush him. He clutched the photograph, the paper thin and worn, feeling the deceit like a poison in his veins. He looked toward the door, wanting to leave this place and escape the weight of this new, unwelcome knowledge.

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