She felt a tremor in her hands as she watched him approach. Amelia took a deep, shaky breath, trying to appear composed. The room seemed to shrink, the bright lights becoming blindingly intense. She fiddled with the strap of her clutch bag, her fingers clumsy and awkward.

Her eyes darted to him, then quickly away. She focused on the intricate pattern of the tablecloth, cataloging the colors. A knot of anxiety tightened in her chest. She remembered how his smile used to make her feel. Now, seeing him, she felt a profound sense of loss, a hollow ache where joy used to reside.

The small talk started, the polite pleasantries. Every word felt like a lie. Every glance was a reminder of what had been and what would never be again. She wanted to scream, to run, to disappear. Instead, she managed a weak smile and nodded at everything he said, as if she were a doll operated by strings.

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