The contractor’s truck crunched over the gravel, a sound that made Arthur’s jaw tighten. He kept his hands stuffed in his pockets, knuckles white against the denim. He watched them measure, assess, make their casual notes on clipboards. Years of memories, of laughter, of scraped knees and whispered secrets – all reduced to a line item in their ledger. A coldness settled in his stomach, spreading like a stain.

He remembered the porch swing, its rhythmic creak a constant soundtrack to his childhood. Now, it was stripped bare, lying forlornly on the overgrown lawn. He refused to look at it, focusing instead on a crack in the foundation, a tangible flaw to focus on. They wouldn’t see the ghost of his father out there, hammering away at a birdhouse, whistling a tuneless melody.

“You still here, old man?” the foreman, a young guy with a too-friendly smile, called out. Arthur just grunted in response, the word catching in his throat, a thick, unwelcome lump.

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