"Just... just go away," she whispered, her voice barely audible. Her sister, Sarah, stood in the doorway, concern etched on her face. The words felt like sandpaper against her throat. The carefully constructed facade of composure she'd maintained for weeks cracked.

She buried her face in her hands, her shoulders shaking. She could feel the familiar, unwelcome sting of tears behind her eyelids. She'd worked so hard, sacrificed so much. Now, it was all for nothing.

The rejection letter lay open on her desk, the cold words mocking her ambition. The room, once a haven of creativity, now felt like a prison. The silence was deafening, amplified by the drumming of her own heart in her ears.

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