The park bench felt cold and hard beneath her. She'd chosen this spot, the exact place where they had carved their initials into the ancient oak tree. It was now gone, cut down years ago. Now, he sat on the new bench, not looking.

The vibrant greens of the trees now seemed to mock her. The laughter of children on the swings sounded like a distant, hollow echo. Her carefully chosen words, the opening line she'd practiced for hours, died in her throat.

She tried to speak but found herself unable to form coherent sentences. The world seemed to tilt, the familiar ground beneath her feet shifting unsteadily. All she felt was a suffocating pressure in her chest, a weight that threatened to crush her.

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