From the moment she read the message, Amelia felt a chill that settled deep in her bones. The scholarship. Gone. Erased. Reassigned. She felt a profound emptiness, a void where hope used to reside.

The joy she once had for the curriculum had vanished. She stopped participating in class. She stopped going to office hours. The campus, once so vibrant, now seemed hostile and unwelcoming.

She began clenching her hands so hard that her fingernails dug into her palms. She would wake up in the middle of the night, gasping for air, her heart pounding.

She felt like 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