The aroma of freshly baked bread filled the room, a scent that typically brought comfort, but it just made him clench his jaw. Mark was recounting the time they'd opened that bakery, his eyes shining with pride. He remembered the initial excitement, the thrill of building something from scratch, and the community they’d built together.

He, however, vividly recalled the crippling stress, the endless hours, and Mark's escalating demands, which had slowly eroded their friendship. He remembered the final weeks before he'd left the project for good, how he'd been made to feel utterly insignificant and replaceable. He had become a mere cog in Mark's ambitions.

Mark looked at him and said, "It was the best thing we ever did." He stared back, stone-faced, and took another bite of his sandwich, his appetite gone.

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