The sunlight seemed to mock Emily as she emerged from her front door. The empty space felt like a physical absence, mirroring the void she often felt inside. The car was gone, a casualty of her own disorganization. She knew she should have moved it last night, but she'd been glued to the television, escaping into the lives of others, avoiding her own.

A flush crept up her neck, a heat that felt both embarrassing and accusatory. She glanced at the overgrown rose bushes, the weeds sprouting between the paving stones. The state of her yard was a clear reflection of her state of mind, wasn't it? Neglected, overgrown, in a slow, steady decline.

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