The old farmhouse creaked and groaned around him, mirroring the sounds in his own bones. The letter from his deceased brother's widow had arrived by mail, a surprise after all the years of silence. He sat by the fire, watching the flames dance, a futile attempt to calm the tempest within.

He had blamed his brother, and the weight of that guilt had sat on his chest like a leaden weight. He had refused to speak to his brother before his untimely passing. He had refused to even go to the funeral.

He reread the words, the simple words of forgiveness and understanding. His vision blurred, and the fire in the hearth seemed to grow brighter, hotter, as though reflecting the inner turmoil he'd carried for so long.

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