The clatter of discarded items, the forced smiles of the vendors – each noise, each gesture, scraped against David’s soul. He hated the forced optimism, the charade of cheerful bargain-hunting. He was here because his sister insisted. And then he saw it. Sir Reginald. His fur was thin and brittle, his once-proud monocle gone. The air seemed to shift.

“How much?” he asked, his voice barely a whisper. The vendor, a young man fiddling with his phone, barely glanced up. “A dollar.” David paid. He didn't look at the bear, just held it. He didn't know what to do with it, so he left it in the car. It would sit there, a silent reminder of everything he had lost.

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