Liam stared at the laptop screen, his breath hitching with every click. A blog post, titled “Liam’s Lamentations,” showcased excerpts from his teenage journal. His adolescent anxieties, his first crush on a boy, his struggles with his parents – all laid bare for everyone.

His face flushed crimson. He felt a sudden, suffocating pressure in his chest. He slammed the laptop shut, the sound echoing in the silent apartment. He paced the small living space, his fists clenched. He imagined the snickers, the ridicule, the way people would look at him.

He grabbed his phone, his fingers fumbling with the keys. He had to delete the post, to make it all disappear. But a voice in the back of his mind whispered that it was already too late, the damage was already done. He ran his hand through his hair, a desperate, hopeless gesture.

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