Rain lashed against the windows of Liam's apartment, mirroring the storm brewing inside him. He sat, hands clenched, the lukewarm coffee growing cold in its mug. The revelation from last night, discovering that Mark, his best friend, wasn’t a highly-paid architect but a lowly desk clerk at a library, swirled around his mind, a relentless tide.

He replayed their last conversation. Mark’s confident pronouncements, the way he’d talked about blueprints and client meetings. It all felt like a carefully constructed facade, built on lies, and Liam felt a visceral tightening in his chest, a sensation akin to being trapped.

Liam slammed his mug on the table. He felt a deep sense of betrayal, a hollow ache where their shared history had resided. He felt a profound sense of confusion, the ground suddenly shifting beneath his feet. The comfort of their long-standing friendship, suddenly tainted, a poisoned apple.

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