The weight of the world pressed down on Chloe as she stood on the bus platform. The designated meeting place – a bridge overlooking the river – had seemed romantic in their messages. Now, it felt like a trap. She felt a profound sense of isolation.

She checked her phone for the tenth time in as many minutes, each notification an unwelcome reminder of the impending meeting. She was going to be sick.

She arrived at the bridge. He was already there, leaning against the railing, gazing at the water. She wanted to turn and run. She stayed.

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
每一欑0.378
焑法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354