A cold dread settled in David’s stomach as he heard the faint, unfamiliar sounds drifting from the living room. He’d been working late, but the sound had pulled him away from his task. He crept closer, peering around the doorway. Amelia was sitting on the sofa, headphones on, a laptop open in front of her.

He couldn't quite make out what she was listening to, but it sounded like… a lesson? In Gaelic? His ancestral tongue, barely spoken in his family for generations. His breath hitched.

He wanted to run. Instead, he felt rooted to the spot, a feeling of unease settling over his entire body. He watched her for what felt like an eternity, the gentle rise and fall of her chest, the focused expression on her face. Each movement, each flicker of her eyelids, made him feel as though someone was slowly tightening a knot in his chest.

When she finally turned and saw him, her face instantly went blank, a carefully constructed mask.

"David! I didn't hear you come in," she said, her voice unusually flat.

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