The email sat in Eleanor’s inbox, glowing with the cruel promise of professional validation. Except, it wasn't her validation. The glossy magazine had run her travel piece, a painstakingly crafted essay about her trip to Iceland, under the name "Veronica Bellweather." Eleanor slammed her laptop shut, the metallic clang echoing in her quiet apartment. The air in the room felt thick, like a suffocating blanket.

Her throat felt tight, a physical knot preventing her from swallowing. She’d spent weeks researching, crafting each sentence, meticulously choosing the perfect photograph to accompany the words. Now, someone else was reaping the rewards, basking in the glow of her labour.

She marched into the kitchen, a sense of restless energy thrumming through her. She grabbed a bottle of wine, a cheap Chardonnay she wouldn’t normally touch, and poured herself a full glass. The liquid didn't soothe. Instead, it only amplified the burning sensation in her chest.

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