The phone slipped from Elias's clammy hand, clattering against the cold tile of the bathroom floor. He didn't even bother to pick it up. The message, a simple "I miss you," was now winging its way to his ex-wife, Sarah. His stomach clenched, a vise tightening around his insides. He’d spent the entire morning crafting the perfect apology to his new girlfriend, Emily, and now this.

He splashed water on his face, the icy droplets doing nothing to quell the heat rising in his neck. He saw his reflection in the mirror - a man whose face was pale, his eyes wide and panicked. The apartment seemed to shrink around him, the walls closing in. He let out a shaky breath, then quickly ran out of the apartment.

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