The smell of burnt sugar permeated the house. He found himself staring at the intricate sugar sculptures scattered across the kitchen island, each one a testament to his son, Ethan's, skill. Ethan, once a rambunctious boy, now moved with the delicate precision of a surgeon, his hands crafting culinary masterpieces. He, himself, had been a pastry chef, until the exhaustion and pressure of the profession broke him. He felt hollow, the years of work and passion leaving him with nothing. The silence in his own hands felt agonizing.

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