The invitation to the backyard came at the worst possible moment. He was just reaching for the perfect, ripe tomato when Mrs. Gable, beaming and holding a plate of cookies, appeared at the fence. "Just thought I'd pop over! Been meaning to ask – that old oak, it's getting awfully close to my house. Mind if we take it down?" His jaw clenched so tight he felt a muscle spasm in his cheek.

He forced a smile, the kind that felt like a rusty hinge. "Well, I suppose it is getting… large." The sun felt suddenly too bright, the air thick and heavy. He wanted to scream. Wanted to throw the tomato at her pristine, frosted plate. Instead, he took a deep breath and said, "Let me think about it." The words tasted like ash.

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