The constant pressure on his chest, the feeling of being suffocated, made it impossible for Alex to be at ease. He paced his apartment, the same route, over and over again, trying to work off the energy. A never-ending anxiety. He felt like his lungs were constricted.

He knew that he couldn’t fight it. The doctors had run every test. The outcome was always the same: a rare pulmonary fibrosis. He was slowly drowning. He found the news hard to take.

He had started attending a support group. It was, at least, something to do. He noticed a new woman in the group. She sat alone, her face pale, her breathing shallow. She looked to be in a bad way. The look on her face...

He took a deep breath, fighting down the sudden wave of panic that always threatened to overwhelm him. He approached her, the words catching in his throat.

"Is it… is it the breathing?" he asked.

She looked up, her eyes filled with a mixture of fear and, and a recognition of a shared, impending fate.

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