The smell of freshly baked bread, her usual happy start to the day, felt tainted. She glanced at the window, a knot forming in her stomach. Sure enough, there he was: Sparky, the terrier mix, digging holes in her rose bushes.

She'd spent hours tending to those roses, coaxing them to bloom, just to have them ruined. Every time the dog got out, it was the same. She felt a familiar weight in her chest, a feeling of deep exhaustion.

Her hands tightened into fists. She didn't want to deal with the neighbors, with their hollow apologies. They never kept him in. They never fixed the damn fence. She grabbed her keys, her shoulders slumping as she headed outside.

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