"Ms. Iris Bell," the label read. The name felt like a brand, searing into Mark's consciousness. He knew nothing about Iris Bell, but her package was a constant reminder of the life he was slowly losing. A life that seemed to shrink and fade, and that seemed to make him shrink and fade as well.

He avoided it for days, the unopened cardboard a malevolent presence on his kitchen table. Meals became haphazard affairs, often consisting of whatever he could grab without looking. He couldn’t seem to concentrate. His focus, always sharp, was now scattered and unfocused. He found himself staring into space for hours, the world outside becoming a blurred haze.

He broke down and opened the package, and found nothing but a blank notebook.

He threw the notebook at the wall.

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