The photograph, tucked away in an old shoebox, stared back at her. A woman with eyes that mirrored her own, yet were a stranger’s. The revelation hit Emily like a physical blow. She abruptly dropped the box, the contents spilling across the floor.

She paced her living room, her movements jerky and erratic. The familiar objects around her—the worn sofa, the dusty bookshelf—now seemed alien, part of a life that wasn't hers. She began to obsessively clean, scrubbing at surfaces as though she could wash away the deceit.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

This story is one of 1,000 stories generated for the emotion bitter. 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 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225