The taste of bile rose in her throat. She closed the laptop, the screen reflecting her distorted image, as if mirrored in a funhouse. The publisher’s response, a polite rejection, felt like a personal attack. She had been so sure.

She went outside, the sun a blinding glare. The park was filled with happy families, children laughing, couples strolling hand in hand. She felt isolated, adrift in a sea of contentment she could never touch.

She sat on a bench, her hands clenched so tightly that her knuckles were white. She watched the world go by, each happy face a fresh reminder of her own perceived failings. A deep ache settled in her chest, a constant, dull throb.

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