The endless loop of the airport's announcements was designed to break a person. He pulled at his collar, feeling suffocated by the close air and the weight of his own errors. He was late for a job interview, the culmination of months of effort. He had meticulously researched every detail, prepared every answer, and now, he was trapped. *This is why you don’t get what you want*, he thought, feeling the familiar weight of disappointment settle upon him.

He slammed his fist against the armrest of the seat, a burst of frustrated energy. He closed his eyes and imagined the hiring manager's judgment, the dismissive nod. He opened his laptop, but the words on the screen seemed to mock him, highlighting his failure.

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