The weight of the duvet pressed down on Chloe, heavy and suffocating. The darkness was the only place she felt any peace. The world outside, the bright, airy kitchen where her mother happily puttered, the world was too much.

The smell of pancakes, her favorite, drifted up from downstairs. A fresh plate was left outside her door, her mother's soft touch. She felt the tears in her eyes. The sound of her father's voice rose with the smell of the pancakes.

She felt the dread build in her chest. She wanted to scream, to run, to disappear. But all she could do was lie in bed, paralyzed, and unable to face another day. The sunlight was a horror, and the future was a weight she could not bear.

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