The air in the music hall felt thick, heavy. David should have been thrilled. He’d earned the lead role in the university play. But the victory felt hollow. He stood backstage, rehearsing his lines, but the words felt foreign, detached. He missed cues.

The news of the scholarship error had come just as he'd been given the role. He felt like his legs were encased in concrete.

He struggled to sleep, his mind racing. He started to forget things. He'd open the fridge and stare blankly, unable to recall what he was looking for. He felt like he was living in a nightmare from which he couldn’t wake. He could almost hear the world closing in on him, the walls beginning to shrink.

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