The phone rang, a shrill interruption to his already strained nerves. He glared at it, as if it were the source of the noise. He let it ring, counting the seconds.

Finally, he picked it up, his voice tight. “Yes?”

It was Mrs. Gable, from the apartment across the hall. “Could you please…?” she began, her voice hesitant. He cut her off.

"I'm aware, Mrs. Gable." He knew what she was going to say. He knew she was suffering, too. He hung up and stood, his heart thudding, feeling both sympathy and resentment.

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