Rain lashed against the window, mirroring the disquiet swirling in David's chest. He stared at the drawing propped up on the kitchen counter – a stick figure with a lopsided crown, labeled, “Sir Reginald, King of Giggles.” He remembered Sir Reginald. His own childhood companion, equally ridiculous, but also a source of immeasurable comfort. Now, looking at this creation, a fresh wave of discontent washed over him.

He cleared his throat. "Very good, sweetheart," he said, the words feeling brittle. His sister, across the kitchen, met his gaze, her eyebrows raising a fraction. He quickly looked down again, at the artwork that was supposed to be a gift of delight. Was his voice too curt? Too dismissive? He saw the lines in his niece's drawing and thought, with a pang, that he was incapable of creating things like this anymore.

He rubbed the back of his neck, the usual tension settling there. His own attempts to paint had always ended with the same dissatisfied grimace.

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