The attic air felt oppressive, the silence punctuated only by the scuttling of unseen creatures. Emily felt the familiar tension as she pushed open the creaking door. It would have been better if she had done this a long time ago. She’d let everything go, she thought, including herself.

She found a collection of old sketchbooks filled with vibrant artwork. She flipped through the pages, stunned by the talent and creativity. She’d always considered herself unartistic, and the work of the previous occupant only served to reinforce her self-doubt. She felt her face burn.

She came across a carefully preserved diary, filled with observations and reflections. She could barely manage a grocery list, let alone a journal of such depth. She hated this feeling, this constant comparison, this unyielding sense of inadequacy.

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