The vibrant colors of the art studio felt suffocating. Amelia traced circles with her finger on the damp clay. She should be laughing with her friends, enjoying the party. Instead, every brushstroke, every touch, was a physical manifestation of her unrest.

She'd promised both of them. Two commitments, two promises, and now the day was a minefield. She felt cornered, unable to breathe.

She kept checking her phone, hoping for a sign, a solution. Silence. She closed her eyes, the image of each friend's hurt face burned into her memory. She was drowning.

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