The paper crackled under Chloe’s grip. It was Mark’s bucket list, discovered tucked within his wallet. “Build a treehouse,” was the first entry. She had to swallow, noticing how carefully he had made the letters.

She traced her fingers over the faded ink. It seemed she had forgotten what it was like to make things with her hands. She was usually glued to a screen. The air around her suddenly felt heavy.

She pictured her own accomplishments – a promotion, a new car – and a profound dissatisfaction settled within her. She put the list down and went outside to tend to her neglected garden.

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