The apartment felt like a pressure cooker. Liam chewed on his thumbnail, his gaze fixed on the familiar landscape of their living room, now transformed into a battlefield of unspoken accusations. He'd discovered the manuscript hidden under the bed. It wasn't just a story; it was a dissection, an autopsy of their relationship, written in his own words.

He found himself irritable and short-tempered with everyone. The laughter of his friends felt grating, their innocent conversations insipid. He went for long walks, his strides becoming increasingly erratic and hurried. He couldn't shake the images from the book.

He started avoiding her. A simple "hello" felt like a burden. He couldn’t look at her, the woman he thought he knew, without imagining the twisted version of their life that existed on those cursed pages.

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