The sun beat down, baking the asphalt and amplifying the clamor of the yard sale. Eleanor navigated the crowded stalls, a grim set to her jaw. The vendors' happy chatter grated on her nerves, each cheerful greeting a personal affront. She'd told herself she was looking for a replacement for a broken garden gnome, a trivial task. Then, a flash of familiar brown fur. Bartholomew. His once-proud bow tie was askew, his stitching coming undone. He looked neglected, discarded.

She reached out, her hand trembling slightly, to pick him up. The fabric felt coarse, the stuffing lumpy and uneven. The woman behind the table, her face creased with a permanent smile, chirped, “He’s been loved, that one!” Eleanor's lips thinned.

"Five dollars," she repeated, her voice brittle. Back home, she tossed the bear onto the workbench in the garage. She’d leave him there, exposed to the elements, until he disintegrated.

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