“Not again,” she sighed, her shoulders slumping. Spot, the energetic Border Collie, was busy chasing a squirrel across her lawn, oblivious to the fact that he was, again, trespassing. She stared at the scene. She felt exposed.

She should have anticipated this. She should have recognized the gaps in the fence. Her lack of foresight had put her in this position. She often felt this way, unprepared. She was never quite good enough.

She crossed her arms, a shield against the feeling of shame that washed over her. She knew the neighbors were watching. They were judging. She could feel the weight of their disapproval.

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