The spreadsheet blurred before Amelia’s eyes, the numbers seeming to mock her. A cold sweat slicked her palms, making the mouse slip. She'd sunk months into this market analysis, sleepless nights fueled by lukewarm coffee and frantic energy. Now, staring at the presentation invite that just popped into her email, a presentation detailing the exact same research and findings, she felt a wave of nausea. Her jaw clenched so tightly she thought a tooth might crack. "Impossible," she whispered, the word barely audible, as she rapidly refreshed the email, searching for a sign, a mistake, anything that would absolve her. There was none.

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