The fluorescent lights of the kitchen seemed to buzz in time with the throbbing in Amy's temples. She was supposed to be helping her mother with dinner, but her hands were clumsy, her movements jerky. The sharp scent of garlic and onions made her stomach churn.

Her mother, humming cheerfully, placed a plate of food in front of her. "Eat something, sweetheart. You haven't touched your lunch." The concern in her eyes made Amy feel even worse, like she was letting everyone down, especially herself.

Amy pushed the food around the plate, unable to swallow. Every forkful felt like a burden, an indictment of her failure to cope. She felt the tears prick at her eyes, her throat tightening. She needed to escape.

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