Rain lashed against the windows, mimicking the frantic drumming in Leo's chest. He stared at the photograph again: him and Maya, grinning, covered in what looked suspiciously like chocolate sauce. Maya insisted it was mud, a mud fight gone wild on that camping trip. Leo remembered the sticky sweetness, the way it clung to his skin, the look on Mrs. Henderson’s face when they arrived back at the cabin. He scrubbed at his own skin, phantom stickiness rising again, a cold sweat breaking out across his forehead. His palms were slick. He called Maya, and when she answered, he struggled to find his voice. “Hey,” he finally managed, “that camping trip… you remember…?” Her laugh, light and airy, sliced through him. “Of course, Leo! Best trip ever! Remember the mud fight?” He felt a wave of nausea.

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