The afternoon sun blazed down as she saw the familiar shadow cross the freshly watered lawn. The beagle, Winston, was back, digging enthusiastically under the fence. "Just fantastic," she muttered, the words thick with a sense of dejection. She watched, her jaw clenched, as Winston effortlessly widened the hole. It was like he knew, that he sensed her weakness, her shortcomings.

She'd told herself she would get to it. Replace the old, rotting boards, reinforce the weak spots. But she hadn't. Now, she felt a profound sense of inadequacy.

She knew what her neighbors thought. They probably saw her as careless, perhaps even lazy. She bit her lip, the taste of self-reproach sharp and bitter.

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