The constant awareness of Rachel, the other candidate, loomed over him. The simplest of interactions became a tightrope walk. He had no control over his reaction.

He found himself avoiding his friends, unable to muster the energy for even a casual conversation. His emotions ran high and low. He would be in the middle of a joke and then have to force a laugh. He became prone to fits of rage.

His apartment felt like a prison. The walls seemed to close in on him. He would just stare at the television screen, the images blurring into a meaningless parade.

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