The constant stream of deliveries, the gourmet groceries, the expensive clothes – it was a daily exhibition of wealth that grated on him. He found himself picking at the skin around his nails. The ease with which the Hamiltons lived their lives was infuriating.

He started to withdraw, losing interest in his hobbies, in his friends. He couldn’t shake the feeling of being trapped, of being less than. He just wanted to stop existing.

One evening, he stared at the ceiling, unable to sleep, a cold sweat beading on his forehead. The silence of the house was deafening, the emptiness consuming.

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