The elevator ride felt like an eternity. He stared at the descending numbers, each floor a fresh wave of aggravation. He thought about the conversation he'd overheard, the smugness in Liam's voice as he discussed his new pay grade.

He found himself constantly checking his watch, the seconds ticking away with excruciating slowness. He started meticulously cataloging all of Liam's mistakes, the missed deadlines, the typos in his reports. His inner voice became a harsh critic, every observation colored with a specific, harsh hue.

At home that evening, the television's flickering light seemed to mock him. He switched channels repeatedly, unable to focus. His appetite had vanished. He pushed the food around his plate. He felt a deep, unsettling unrest.

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