The congratulations from her team, well-meaning as they were, grated on her nerves. She managed a thin smile, but the words felt hollow in her mouth. She could only see the faces of the people who had decided against her.

She avoided looking at the new manager, a constant reminder of her failure. She spent the rest of the day in a haze of forced productivity, the clicking of her keyboard the only sound in the office.

At home, she poured herself a glass of wine, the first of many. She sat on the couch, staring at the wall, and the world seemed to tilt on its axis.

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