The vibrant colors of the yarn exploded in the sunlight. He watched, from the doorway, his daughter, Maya, working on a complex knitting pattern. He'd taken up the craft as a means of reducing stress. Now it was a relentless force in the home. His own needles now felt like heavy, useless weights. He turned away, a strange ache blossoming in his chest, the rhythmic click of the needles seeming to mock him. He returned to his computer, hoping to be distracted, but his mind had no respite.

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