He stared out the window, watching the man next door, a man he'd barely spoken to, approach his front door. The shadow of the elm tree on their property line stretched across the lawn like a dark stain. He knew what was coming. It had been decades, a lifetime almost, since the original planting. He felt a throbbing ache in his chest, a dull, relentless pain.

The knock echoed through the empty house, each rap a condemnation. He avoided answering, his gaze lingering on the delicate leaves of the elm. They had provided such beautiful shade. The sun was always too harsh; how dare he now want to alter it. The silence was his weapon. He was not going to give the man the satisfaction of a response.

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