The scent of brewing coffee usually soothed Eleanor, but today it only amplified her unease. Daniel, her partner, had left the manuscript open on the kitchen counter, a blatant display she found revolting. The story's heroine, an irritatingly naive woman named Elara, bore an unnerving resemblance to herself.

She poked at a piece of toast, finding it suddenly devoid of flavor. The man had spent months weaving a narrative of her life, twisting and embellishing every detail. His seemingly harmless questions, the endless observation, were now revealed as insidious research.

Her hand trembled as she put the toast down. He was in the shower, oblivious, humming a tune. She could almost feel the weight of his judgment, his artistic license weighing her down. She wanted to scream. Instead, she took a long, slow breath and walked out the door. The sun seemed blindingly bright.

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