The humid air of the apartment felt thick, heavy, clinging to Clara's skin. She’d been irritable all day, jumpy. A misplaced shoe, a chipped mug – each a fresh source of annoyance, quickly escalating into simmering rage. She found Leo in the kitchen, humming softly, a cookbook open on the counter. He looked up, a bright, friendly smile instantly vanishing at the sight of her.

“Hey, babe,” he said, his voice hesitant.

Clara simply stared. He was reading a cookbook in Mandarin. The characters swam before her eyes. She wanted to scream. She took a step back, her hands clenching into fists. The gentle light from the window suddenly felt harsh.

“What… what are you doing?” she asked, her voice tight.

Leo, his own face now etched with worry, closed the book, hiding it like a guilty secret. He stammered, “Just… looking at recipes. You know, trying to… surprise you. Something different.”

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