The old house, the one she grew up in, looked so different. Everything seemed smaller, less grand. Everything, except the absence of the old maple tree. It was the only place that retained the form she had remembered it.

She’d spent hours sitting beneath its shade, reading, dreaming. Now, there was just an empty space, a void in the landscape. She touched the smooth surface of the stump. It had been her haven, her safe place.

She felt a hollowness in her chest, a physical ache. She didn't say anything, she couldn't. It was too much to bear. She turned away quickly, her shoulders slumped, her pace hurried.

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