The bell above the pawn shop door jingled, a sound that grated on Clara’s nerves. She hated the chipped paint, the dusty shelves, the feeling of being judged by every object she passed. It always felt like a judgement on her. She had been here before, seeking things she needed to forget about. Today, she sought something to remind her.

She scanned the jewelry counter with a careful, almost predatory gaze. The space seemed to contract around her. There it was: her grandmother’s ring. She felt a knot tighten in her stomach. The ring should have been hers, passed down with love, not traded for something cheap and temporary.

"What's the price on that diamond ring?" she asked the shop owner, her tone sharp. She felt a burning in the back of her throat.

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