The scent of burning wood filled the air, the crackling flames a cruel symphony. He watched his sister, Eliza, accept the keys to the new family home. He, Silas, had to settle for a small, isolated cabin in the mountains. He tasted ash in his mouth. He felt the cold seep into his bones, a physical manifestation of his isolation. He wanted to shout, but the words caught in his throat. He felt the familiar, crushing weight of inadequacy. He took a heavy breath, and stared in the burning embers.

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