The news had hit her like a physical blow. She'd walked through the house, touching every surface, as if to prove it was still the same. But it wasn't. The laughter she once heard, the comfort she felt—all had vanished. She hadn't seen anyone in days.

She spent most of her time curled up on the sofa, staring at the ceiling. The ceiling had been recently painted, but she could see the old bloodstains beneath the paint. She didn’t shower, didn’t eat, didn't leave the house.

She'd take a deep breath and find herself gasping for air. Even the simple act of breathing was a struggle.

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