The new office was stuffy, the air thick with the scent of stale paper and unfulfilled potential. David hated it. He hated the forced politeness, the slow pace, the endless meetings that went nowhere. His old department, the development team, was a battlefield of ideas. This was a mausoleum of mediocrity.

He was supposed to be learning "new skills," but he felt like he was suffocating. Every day felt the same, a monotonous repetition of tasks that held no interest. He walked down the corridor and passed the old department. He saw a project on the whiteboard. He felt a pang in his chest.

The break room coffee was dreadful. He slammed his mug onto the counter, spilling some. The woman beside him offered a sympathetic look. He glared at her. "Don't bother," he muttered, turning to escape.

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