The evidence stared back at him from the laptop screen, a secret social media account brimming with a life he didn't know. He felt the weight of it, the crushing realization of his ignorance, settling in his bones. His son, David, was involved in something he couldn't comprehend.

He walked into the kitchen, his legs heavy. He didn’t eat. He poured himself a glass of water, and it felt like a monumental effort. He felt the taste of metal in his mouth, the bitterness of this discovery.

He stared out the window, at the setting sun. The vibrant colors of the sky seemed alien, in contrast to the dark and foreboding feelings churning within him. He was a ship caught in a storm, losing all the things he had thought he had built.

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