He stared at the blank wall, the email's details a kaleidoscope behind his eyelids. The publisher had deemed his work “unsuitable.” He felt the familiar heat rising in his neck, a flush of shame and something else, a deep-seated inadequacy.

He went to the window and looked out at the street. People were laughing, talking, moving forward. He felt frozen, incapable of participating in the world outside. The manuscript, a collection of words that once held such promise, now felt like a monument to his failure. He was starting to resent the project, the time, the effort, the wasted ambition.

He poured himself a stiff drink, the liquor burning a path down his throat, hoping it might somehow numb the hollowness he felt.

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