The morning sun, usually a welcome sight, felt like a spotlight on Eleanor's peeling paint. She stared across the manicured lawn separating their houses, a lawn her neighbor, Mr. Abernathy, now employed a gardener to maintain. She saw him emerging from his garage in a pristine, silver sports car that gleamed like a dropped jewel. Her own sedan, a reliable workhorse, was currently sporting a cracked windshield thanks to a rogue pebble.

A wave of nausea churned in her stomach. She hadn't even been able to afford a new windshield wiper blade.

"Morning, Eleanor!" Mr. Abernathy's voice, brimming with an affable cheer, felt like a deliberate taunt. She forced a smile, a grimace that felt stuck on her face. "Beautiful day, isn't it?"

"Yes," she managed to croak out, already planning the excuse she would use to avoid the neighborhood barbecue this weekend. She couldn't stomach the forced pleasantries. She just wanted to go back inside and pull the covers over her head.

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