The air in the staff room was thick with the scent of stale coffee and unspoken grievances. Mr. Ramirez sat at the chipped table, the newspaper spread out before him, a flimsy barrier against the world. He was tired of the noise, the pressure, the perpetual feeling of being undervalued.

A package arrived, delivered to the school. Inside, a framed painting. A former student, now a celebrated artist, was the sender. The painting was of a field of sunflowers, a field of sunflowers he could not appreciate. The accompanying note was overflowing with gratitude.

He stared at the vibrant colors, the brushstrokes bold and confident. He felt a surge of… something. He folded the newspaper, the sound sharp in the quiet room. He would have preferred a bottle of whiskey.

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