The familiar scent of cinnamon and apples from her grandmother's kitchen, usually a comfort, now caused a sharp pang. Chloe sat on the porch swing, the rhythmic creak of the chains a harsh counterpoint to the turmoil inside her. The test results, the revelation, had turned her world upside down.

She pulled the worn blanket closer around her, even though the summer evening was warm. Her eyes stung with unshed tears. The laughter from within the house, from her parents and siblings, was a constant reminder of the chasm that had opened in her heart.

She felt disconnected, separate. She closed her eyes, trying to conjure a sense of peace, but all she found was an abyss of uncertainty. The world had shifted on its axis.

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