The aroma of freshly printed paper felt like a personal affront. David, his hands still stained with ink from his own, secret printing project, winced. His son, Leo, was now using the creaky old press he'd painstakingly restored as a teenager. Leo, a whirlwind of boundless energy, had commandeered the workshop, his laughter echoing through the house, a constant reminder of David's own suppressed creativity. The rhythmic clack-clack-clack of the press was a hammer against his skull, each print a fresh blow. He retreated to the kitchen, the scent of Leo's ink chasing him.

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