The brightly printed notice, a cheerful yellow, was a cruel joke to Evelyn. She felt a stab of anxiety, a familiar discomfort. Condos meant money, and money was something she always lacked. She was the problem.

She slammed the door of her apartment with a force she didn't realize she possessed, the sound echoing in the small space. She always tried, she truly did. Her failed attempts at cooking, her stalled writing project, the countless times she’d promised to exercise – they all piled up like a mountain of shame.

She looked at her reflection in the dusty mirror. Her hair was a mess, her eyes red. She hated herself. She saw the lines around her eyes, a testament to her age and lack of success. Her shoulders slumped.

She pulled the notice from the door and ripped it into tiny pieces, then swept them into a neat pile. She was worthless. The paper shredding in her hands was a visual display of the things she always destroyed.

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