The rhythmic thump of the elevator's emergency lights was all that existed. Emily stared at the floor, the patterned tiles mocking her confinement. Each tick of her watch echoed in the stale air, a cruel reminder of the minutes crawling by. She'd been late that morning, and now she was paying the price.

Her breath hitched in her chest. She desperately wanted a cigarette, a long drag to calm the churning in her gut. She chewed on her lip, a nervous habit she’d thought she’d broken years ago. The heat was building, and she felt a prickle of sweat on the back of her neck.

“So, uh…” David, her coworker, started, his voice a hesitant murmur. She just wanted to be alone, to be released from this prison. The silence was becoming a physical burden.

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