The bustling marketplace, once a source of joy, now felt like a prison. Elena saw it everywhere – the “Mediterranean Quinoa Salad” that was actually her family's signature recipe. The owner of the food stall, a man she’d once considered a friend, beamed as customers lined up. Her heart felt like a lead weight.

She felt a constant, gnawing unease, a cold hollowness spreading through her. She avoided eye contact with everyone. The vibrant colors of the market, the cheerful chatter, the enticing smells, all seemed to mock her. She stood hidden in a darkened alley, her hands clenched into fists, replaying their betrayal over and over in her head.

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