The discovery was a shock. The time capsule, buried under an old oak tree, was a physical manifestation of her perceived inadequacies. She felt the usual flush of shame creep up her neck as she surveyed the contents.

A small, clay pot, crudely shaped and uneven, sat amongst the other objects. She remembered making it, the eager enthusiasm she’d felt. Now, she was a professional, designing and creating beautiful things. Why did the memory of the imperfect pot sting so badly?

She sighed, a sound of profound weariness. The pot felt like a deliberate mistake, a physical embodiment of her fear of failure. It was as if she'd known all along. She'd been too afraid to change.

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