The feeling of dread clung to David like a second skin. He found his notebook open on the desk, the crease of the spine still fresh from being closed, then opened again. He had left it closed. He was sure of it. His body felt heavy, his limbs leaden.

He started avoiding conversations with his roommate, Ben. The casual camaraderie they had once shared was replaced by an uncomfortable silence. Every shared space became a minefield. David felt a growing paranoia, jumping at every creak of the floorboards, every rustle of paper. He felt observed, judged, dissected.

The nights were the worst. He lay awake, listening to Ben's even breathing, his mind racing. Sleep seemed a distant dream. He began to feel a deep resentment, a toxic weed that had started to grow in his heart.

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