The weight of the world settled on Arthur’s shoulders. He hadn't touched his model railway in days, the miniature landscape a vibrant world now rendered meaningless. He stared at the ceiling, the cracks in the plaster seeming to mock his ambition. His "Universal Remote Control" was a marvel of miniaturization. A feat of engineering. Yet, it was a ghost. Another's name was printed on that patent. He felt a constant clenching in his stomach, a physical representation of his frustration. He didn't want to eat, couldn't concentrate. He slumped further down, a lost cause.

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