He walked aimlessly around the garden. The manicured hedges and meticulously arranged flowerbeds, the fruit of his labor, now felt like a prison. His son, Noah, had taken up gardening with an intensity that left him feeling depleted. Noah's prize-winning roses were a source of family pride, but for him they were a constant reminder of his own diminishing skills. The silence of the garden was too much. The scent of the roses was suffocating. He turned back towards the house, knowing that there was no place to hide.

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