The party was a blur of forced smiles and shallow conversations. Jessica, the center of attention, glowed with excitement. He stood on the edge of the patio, nursing a lukewarm beer, the noise and the bright lights making his head spin. He watched her, a bittersweet ache twisting in his gut. The news of her relocation across the country, while ostensibly for a great opportunity, had left him feeling adrift.

He excused himself and slipped away, the cheerful facade of the party crumbling around him. He needed air, the space to unravel, away from the well-wishers and the empty pronouncements of joy. He felt a profound sense of abandonment.

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