The air in the room was close, thick with unspoken resentments. He felt it clinging to him, a suffocating blanket. He watched his sister deliver her speech, her voice clear and strong. He felt a stab of envy, and then, immediately, guilt.

He had stayed in his parent’s home too long. He had taken too much, given too little. The knowledge was a lead weight. His heart beat an erratic rhythm against his ribs.

He glanced at his watch. The minute hand seemed to move in slow motion. He wished he could fast-forward to the end, to the moment he could finally escape the room. The waiter, offering a tray of canapés, loomed before him, their polite smiles mocking his distress.

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