The scent of roasting chestnuts filled the air, a smell that usually evoked memories of warmth and comfort, but today it just grated on Eleanor's nerves. Michael, meanwhile, was positively giddy, excitedly recalling the Christmas market they’d attended a decade ago. He remembered the festive lights, the charming stalls, and the delicious food.

She remembered the endless crowds, the icy wind that numbed her fingers, and Michael's dismissive attitude toward her suggestions. He'd brushed aside her preference for the handcrafted ornaments in favor of the mass-produced ones, claiming he was "saving money".

Michael was already suggesting they visit the market again this year. Eleanor excused herself to the restroom, her chest heavy. She stared at the cracked tile floor, the mundane reality of the present mirroring the emptiness she felt.

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