A chill snaked up Elias’s spine as he scrolled. There it was. His application essay. Flawless, a relic of a younger, more ambitious self, now plastered across the university’s admissions website as a shining exemplar. He slammed his laptop shut, the abrupt click echoing in his sterile apartment. He paced, the worn carpet offering little comfort to his restless feet. The words, once so carefully chosen, now felt like a spotlight, exposing every flaw. He grabbed a glass of water, his hand trembling so badly, he sloshed it over the side.

He considered calling his parents, but the thought withered on his tongue. They'd be ecstatic. Proud. And he couldn’t bear to hear it. He pulled his hoodie tighter, hiding from the digital gaze, the judgmental glow of his past self. He longed for the days when the biggest worry was a poorly written paragraph, not this unrelenting scrutiny.

The silence pressed down, heavy and suffocating. He needed an escape. He looked at the unopened textbooks, the syllabus promising a difficult semester, and felt something inside him clench. He didn't think he could face the classroom, not with that essay staring back at him from the future.

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