"Get out," the notice seemed to whisper, the single sheet of paper a viper in his grasp. The air in the already humid apartment felt thick, heavy, pressing down on him. John felt his face flush, a heat spreading from his chest to his cheeks. He tossed the notice onto the small coffee table, the sound of the paper's landing echoing oddly in the silence.

He stared out the window, at the bustling city below, a vibrant tapestry of lives he felt increasingly separated from. He felt a constriction in his throat, a growing knot of panic. His hands clenched and unclenched at his sides. He had nowhere to go, no resources, no one to turn to.

He ran a hand through his hair, leaving it a tangled mess. The apartment walls seemed to be closing in, the furniture arranged in some mocking configuration around him. He felt a deep, profound sense of helplessness wash over him.

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