The email arrived at precisely 9:00 AM, the subject line a brutal punch to Leo's gut: "Sunset Diner Closing." He scrolled through the message, the words blurring, his jaw clenched. He was always so careful, meticulous, a perfectionist.

He should have seen this coming. He’d heard rumors, dismissed them. He should have supported the place more, raved about it more, taken his colleagues there instead of the bland chain down the street. It was his fault, really.

He clicked on a different email, a message from his boss, detailing the need for more sales this quarter. He knew he’d make them. He always did. He felt a familiar knot forming in his throat. He sat hunched over his desk, his shoulders tense, a silent condemnation of his own failings.

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