The old farm, a place of peace, had become a place of dread. Michael, renovating his newly purchased property, unearthed a time capsule in the barn. He opened it, his curiosity quickly turning to dread. Inside, he found a crudely drawn map of the property and a series of cryptic notes.

The notes, in a handwriting he didn't recognise, but felt was somehow his, described a series of events, some of them vague, but others terribly specific. They detailed a future of isolation, marred by loss and an unbearable sense of guilt. He walked the property, matching the map to the real world. The trees seemed to whisper secrets, their leaves rustling a morbid symphony.

He stared at the ground, a cold sweat breaking across his brow. He felt as if an invisible weight had settled on his shoulders, crushing him under its pressure. He felt a deep, profound sadness, a kind of weariness that went to the core of his being.

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