The morning sun, usually a welcome guest, felt like a spotlight on her face. Another day, another scattering of muddy paw prints across the pristine lawn. It was always the same. That mutt, Buster, from next door, again. She slammed the back door, the force rattling the glass panes.

She spotted the offending canine, tail wagging, sniffing around the bird feeder she'd painstakingly filled that morning. Her jaw clenched. The feeders were her one true joy. Each morning, she'd refill them and gaze out at the birds. Not today, though.

“Buster!” she barked, her voice sharper than she intended. The dog merely glanced up, ears perked. He obviously knew who she was. The audacity. She grabbed her gardening gloves and marched towards him, ready for the confrontation.

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