The cardboard box sat on the welcome mat, a taunting square of brown. Eleanor nudged it with her foot, not wanting to touch it. It was addressed to "Ms. Anya Petrova, Apt. 3B." Anya Petrova. The woman who’d lived here before, the one who’d apparently had a life. Eleanor slammed the door shut, the sound echoing the frustration that clenched her jaw.

She went to the kitchen and made a pot of tea. Watching the steam curl from the mug, she found herself tracing the same, familiar routes. It was the same as it always was. Her days. Her routines. The thought was a lead weight in her stomach.

The doorbell rang. She knew who it was even before she opened the door. The postman, with a sympathetic look on his face. "Another one for Anya," he said, holding out a padded envelope. Eleanor took it, her smile a thin, brittle thing. "Thanks."

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