The letter, found tucked in his father’s old briefcase, was a bomb. He’d always believed his father was a successful, admired man. *"...company fraud... covering up the truth... facing prosecution..."* He felt his world crumble.

He gripped the letter until his knuckles were white. His mind raced, struggling to reconcile the image of the man he knew with the allegations in the letter. He felt a hollowness, a desert within his chest, as if all the joy and comfort had been sucked away.

He threw the briefcase across the room. The sound reverberated through the silent house. He felt a deep, profound sense of betrayal. He slumped onto the sofa, staring blankly at the ceiling, feeling lost and empty. The weight of the world pressed down on him.

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