The news felt like a physical blow to Javier. Professor Klein was leaving. Another opportunity gone. He slumped in his chair, the weight of the rejection pressing down on him. He hadn't been worthy of a strong advisor. He had known, of course, that his progress was slower than others.

He stared at the drafts strewn across his desk. The pages seemed to leer at him. His research felt inadequate. He’d probably let the professor down. He should have been more prepared, more insightful. He let out a long sigh, the sound echoing in the silent office.

He reached for the half-empty coffee mug, the lukewarm liquid doing nothing to soothe his inner turmoil. He was a failure. He had let everyone down.

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