Rain lashed against the overflowing bins, mirroring the turmoil in Arthur's stomach. Every trinket, every chipped teacup, seemed to mock him, each object a whisper of a life that wasn’t his. He’d come looking for a specific vintage radio – a futile quest, he knew, but something to fill the gaping emptiness. And then he saw it: Mr. Snuggles. He'd thought the bear had been lost long ago. He hadn't thought about it in years. The sight of him, perched awkwardly on a folding table, his stitched mouth a permanent, silent frown, twisted something inside.

"How much?" Arthur croaked, his throat suddenly constricted. The vendor, a young man with a bored expression, shrugged.

"Whatever. A buck?" The price was insultingly low. Arthur paid, ignoring the sting in his eyes. He didn’t touch the bear, just stared at it, a cold stone in his chest. Back in his car, he threw the bear onto the passenger seat. He would leave it there, untouched, until it simply crumbled.

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