The sunlight streaming through the window seemed to highlight every flaw in Clara’s face, every nervous tic. “That can’t be right,” she said, her voice a strained whisper. Her friend, Maya, was describing the art exhibition they had visited years ago, an event Clara had built up in her mind as a pivotal moment.

Maya’s version was breezy, lighthearted. Clara’s recollection was different, a deeply emotional experience, a turning point. Her fingers found their way to her mouth, chewing her lip. Had she invented the depth of the moment? Had she imagined the connection she felt with the art?

A sense of profound inadequacy washed over her. She picked at the hem of her shirt, finding a loose thread and tugging at it. The thread snagged, breaking away. She felt a similar kind of unraveling.

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