He felt his chest tighten, his breath catching in his throat. He saw the account, "ShadowKing27", and his son’s face staring back at him with a look of defiance he'd never witnessed before. The posts were laced with anger, resentment directed at him and his wife.

He felt a sudden, hot flush creep up his neck. He walked to the window, needing air. The street was silent, but the quiet only intensified the turmoil inside him. He felt as if he was failing, that he had no idea what was happening in his son's life.

He gripped the windowsill, his knuckles turning white. He felt a desperate need to understand, to fix things, but a paralyzing fear held him back. He felt his stomach twist with the realization of his failures.

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