The news felt like a physical blow. Liam clutched the phone tighter, the plastic digging into his palm. “Across the country?” he repeated, his voice barely a whisper. Noah, his best friend, was leaving for a new opportunity in Florida. Liam felt a familiar hollowness spread through him.

He pictured their shared apartment, the worn sofa, the overflowing bookshelves, the comfortable mess of their life together. He’d never been the one to initiate plans, always content to follow Noah’s lead. He should have been more proactive, more engaging.

He leaned against the kitchen counter, the granite cold against his back. He had let their friendship become stagnant, a pattern of routine. The fault, he realised, was entirely his own.

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