The knock at the door was sharp, insistent, and it sent a jolt through Agnes. She gripped the chipped mug tighter, the lukewarm tea suddenly tasting like ash. It was Mrs. Henderson, her smile impossibly bright, radiating a cheer that felt like a personal affront. “Such a lovely garden you have, Agnes,” she chirped. “Would you mind terribly if I…borrowed a small corner for a little vegetable patch?” Agnes's jaw clenched. The carefully manicured lawn, the precisely placed rose bushes – it was her sanctuary.

She retreated to the kitchen, the sunlight seemed too intense, too intrusive. Her hands started to tremble as she stared at the wall. The green of the paint appeared nauseating, and the pictures on the wall looked like mocking smiles. The request hung in the air, a parasitic vine wrapping around her peace. “Of course, Mrs. Henderson,” she rasped, her voice thin, nearly lost in the oppressive quiet of the house.

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