The waiting room was a sea of disgruntled faces. The news of the extended delay sent a jolt of anger through Alex. His son's first baseball game. He had envisioned himself cheering from the stands, but fate had other plans.

He picked at a loose thread on his jacket, a nervous habit. The airport felt suffocating, a place where time stood still. He wanted to break free, to run towards his son, to witness the joy of the day.

He took a deep breath, trying to control the surge of frustration. The thought of the disappointment on his son’s face was unbearable. He stood up, pacing the floor, the rhythmic tapping of his foot a testament to his mounting rage.

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