The afternoon sun cast long shadows as David drove onto the property. He'd been looking forward to seeing the elm he'd planted. Now, as he stepped out of his car, a wave of nausea washed over him. The elm was gone.

He stalked towards the empty space, his boots crunching on the gravel. He ran his hand over the rough surface of the stump, his fingers tracing the growth rings. He had no words. He didn't want any.

He turned away, the setting sun a mocking reminder of the passing time, and the inevitable decay. He needed to get away from the raw wound in his heart.

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