He stared at the bank statement, the stark black ink a constant, accusatory gaze. Hundreds of thousands, hidden away, building while he’d fretted over bills and late payments. He felt a throbbing ache in his temples, a pressure that threatened to split his skull. This wasn’t just money; it was a carefully constructed deception.

He found himself wandering aimlessly through the house, each room a testament to their shared history, now tainted by the knowledge of betrayal. He felt physically ill, a knot tightening in his stomach, as if he’d swallowed a rock.

“Where did I go wrong?” he muttered, the words barely a whisper. The silence in the house answered him, a vast, echoing emptiness that amplified his despair. He sank onto the sofa, the plush cushions suddenly feeling cold and unfamiliar beneath him.

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