The fluorescent lights of the office seemed to hum a mocking tune, a constant reminder of how long she’d been sitting under them. Fifteen years, she'd been at this company. Fifteen years of diligently completing spreadsheets, of going above and beyond on projects, of… well, of not making as much as fresh-faced Liam in the adjacent cubicle. He, with his fancy degree and even fancier salary.

Her jaw clenched as she saw him stride into the breakroom, a gleaming coffee mug in his hand, chatting easily with the boss. A wave of heat washed over her, making her palms sweat.

She retreated to her desk, the click-clack of her keyboard now sounding like a nervous stutter. Did she even *deserve* the promotion she’d been angling for? The doubt gnawed at her, a bitter taste in her mouth.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. 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 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280