The smell of burnt toast filled Michael’s kitchen. He’d been so distracted, so preoccupied with the image of David's party – a lavish rooftop soiree – that he’d let his breakfast go up in flames. Michael was hosting a barbeque, a carefully curated event that he'd hoped would be a welcome change from the usual overly showy parties.

He sighed, scraping the charred remains into the trash. It was an exercise in futility. All the effort, the planning, the anticipation – wasted. David's infectious laugh echoed in his ears, a constant reminder of how he might have preferred to spend his evening.

He looked at the half-filled shopping bags sitting on the counter. He took a deep breath, and tossed the shopping bags into the trash.

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