It was the whispers he hated most. The neighbors, huddled together, pointing at his house, at his car, at everything he possessed, and then glancing over at the lavish mansion across the street. The unspoken comparison hung in the air, heavy and suffocating.

He began to feel self-conscious, as if he were constantly under scrutiny. He avoided the grocery store, the park, anywhere he might encounter his neighbors. His breathing quickened.

One afternoon, he found himself throwing his old trophies into the garbage. He turned his face away, unable to bear the sight.

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