The pottery wheel sat still, a silent accusation in the otherwise cluttered studio. He hadn’t touched it since learning of Master Chen’s departure. His hands, usually so steady and sure, trembled as he poured himself another shot of whiskey. The liquid burned, a temporary distraction from the gnawing emptiness. His focus was fractured, his vision blurred. He'd poured everything into his work, into learning from Chen. Now, the kiln seemed like a hollow shell. He felt a deep, pervasive sense of loss, a weight settling on him like a shroud.

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