A tremor ran through Amelia as she saw the familiar blue cover of her journal on Sarah's desk. The blood drained from her face, leaving her feeling lightheaded. She pretended to be engrossed in her phone, but her vision swam, focusing on Sarah’s every move. Each page flip sounded like a personal insult.

Dinner that evening was a silent war. Amelia picked at her food, unable to meet Sarah’s eye. Sarah, oblivious or pretending to be, chattered about classes and the upcoming party. Amelia found herself answering in clipped, monosyllabic phrases, her voice tight. The joy of the party now seemed a distant, unreachable thing.

After dinner, Amelia locked herself in the bathroom, staring at her reflection. Her face was pale, her eyes wide and haunted. She reached for the sink, needing to be closer to something that could wash it all away. She wanted to scream.

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