The weight of the afternoon was crushing. The rain outside mirrored the gloom inside Marcus. He found Liam in their bedroom, a small notepad in his hands. Liam looked up, his face a picture of innocence.

“Hey,” Liam said with a smile.

Marcus simply stared. The notepad was filled with his mother’s handwriting. He recognized it immediately – the careful, looping script, the familiar characters. He grabbed the notepad and slammed it onto the bed. His hands began to tremble.

“What the hell is this?” he demanded, his voice barely a whisper. The room seemed to shrink.

Liam flinched, his eyes wide. He reached for Marcus, but Marcus pulled away, backing up towards the door, his heart pounding a frantic rhythm against his ribs. The silence in the room screamed.

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