The silence of the library pressed down on Sarah. She'd been caught sneaking out of the school grounds to go to a concert the week before. Now, her math teacher, Mr. Reynolds, was following her on Instagram. She felt sick with panic.

She pictured him scrolling through her photos, his eyes scrutinizing her, calculating the extent of her transgression. The hum of the fluorescent lights in the library became a mocking buzz in her ears.

She couldn’t focus on her homework. The pages of her textbook blurred into meaningless symbols. She wanted to disappear, to vanish. The feeling in her gut was heavy, oppressive.

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