The cheap, flickering candlelight in the dive bar did nothing to soothe the burning in Leo's throat. He watched as Chloe, his supposed girlfriend, leaned in close to another man, her laughter the same as it had been with him. He felt hollow.

He’d always felt, at least until now, as though there was some level of uniqueness in his connection with her.

His fingers tightened around his pint glass, the cold glass offering a temporary distraction. He felt a deep, twisting sensation in his gut. The same stories, the same shared secrets, now echoing in another man's ears. He downed the rest of his drink in one go.

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