The flickering airport monitor cast long, skeletal shadows across Amelia's face. Her stomach churned. She paced the tiled floor, the click of her heels echoing in the near-empty terminal. Each announcement of yet another delay was a fresh stab. Her sister’s wedding was supposed to be happening *right now*. She clutched the phone, the screen cracked like a spiderweb, a silent testament to the number of frantic calls she'd made. "They'll understand," she muttered, but the words felt hollow, bouncing off the sterile walls like a cruel joke. Her jaw clenched. She felt a knot forming in her chest.

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