Rain lashed against the windows, mimicking the staccato rhythm of Amelia's thoughts. Liam, bless his oblivious soul, was reminiscing about the summer of '08, the summer they'd vowed to conquer the world. He was all sunshine and nostalgia, recounting the camping trip. He remembered the laughter, the camaraderie, the shared goal of reaching the summit of Mount Cinder. She remembered only the relentless insects, the cold, and Liam’s insistence on making her carry the heavy tent while he, with his perpetually upbeat attitude, whistled. She stabbed at her salad, the fork a weapon against the innocuous greens.

Liam beamed, describing the breathtaking view from the top. He painted a picture of glorious vistas and triumphant shouts. Amelia recalled the biting wind, the churning in her stomach, and the way Liam had barely acknowledged her silent struggle. He’d barely looked at her.

"It was the best," Liam sighed happily. Amelia just nodded, a small, tight smile plastered on her face, and excused herself to the bathroom. She stared at her reflection, and the image staring back looked hollow.

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