The coffee tasted like ash in Michael’s mouth. Across the break room, Emily was laughing. Her laughter was loud, carrying across the room like a physical thing. He wanted to tell her to shut up, but held it in, the words getting caught in his throat.

She was describing a prank at Camp Whispering Pines. He remembered that place. He hadn’t thought about that summer in years, the sting of being picked last for every team, of the constant feeling of inadequacy.

“No way!” Emily shrieked, her face lighting up. “You went to Whispering Pines too?” Michael’s fingers tightened around the ceramic mug.

He nodded, avoiding her gaze. It felt like a punch to the gut. This was *his* story, his buried past. Now, here she was, radiating happiness and familiarity from a place that held only pain for him.

“I loved that camp!” she gushed, and he could feel the pulse in his temples start to throb. He wanted to be anywhere else.

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