The notification pinged – a harmless little sound, usually. But this time, it was a hammer blow to Maya’s chest. Her English teacher, Mr. Henderson, had started following her on Instagram. She nearly dropped her phone. Her palms immediately went clammy, and the air seemed to thicken around her.

She scrolled through his profile, each picture a fresh wave of dread. His smiling face. The pictures of his cats. The banal comments on other people’s posts. It all felt like an invasion, a violation.

Later that day in class, she found herself avoiding his gaze, her heart hammering against her ribs with every gentle question he posed to the class. His casual, "How's your essay coming, Maya?" felt like a pointed accusation. She mumbled a reply, unable to meet his eyes.

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