The email arrived at dawn, the subject line a brutal punch to the gut: "Found Your Diary!" Maya hadn't slept, her mind already racing with dread. She’d spent the previous night obsessively searching the internet, finding nothing, hoping against hope. Now, the confirmation, the proof, had arrived.

She squeezed her eyes shut, imagining her carefully crafted persona shattering into a million pieces. The diary held the raw, unfiltered truth of her teenage years: her secret self-harm, her cutting remarks about her classmates, her utter despair. She felt a cold dread creep into her bones.

She sat motionless at her desk, staring blankly at the screen. The weight of it all was crushing. She felt a hollow ache where her heart used to be.

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