A cold sweat slicked down Maya's back as she stared at the official document. The university’s emblem, usually a beacon of hope, now mocked her. She had built her entire future on this. This scholarship. She’d worked so hard, sacrificed so much. Now, it was… gone. Stolen.

She felt a strange disconnect, like she was watching herself from a distance. Her hands trembled as she reached for her phone, intending to call her mother. She stopped, the words caught in her throat. How could she explain? How could she tell her she’d failed, when her mother had pinned all of her hopes on Maya’s success?

She found herself walking, aimlessly, through the campus. The vibrant greens of the manicured lawns seemed unnaturally bright, the laughter of other students grated on her ears. Every face she saw felt like a judgment, every conversation a reminder of the life she was about to lose. She eventually collapsed onto a bench, her breath coming in shallow gasps, fighting off a wave of nausea.

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