The silence in the diner was almost unbearable. Grace picked at the eggs on her plate, the food tasting like ash. The vibrant, boisterous family dinners she used to cherish now seemed like a performance, a carefully constructed illusion.

She excused herself from the table, a thin film of sweat across her forehead. The walk to the bathroom felt like an eternity. Looking at her reflection in the mirror, she saw a stranger, a collection of borrowed features.

Back at the table, she couldn’t meet their eyes. The forced cheerfulness, the casual conversation, grated on her nerves. She felt a profound sense of isolation, marooned on an island of her own making. The world had tilted.

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