“I should have known better,” she whispered, tracing the outline of a crack in the plaster. The words were a familiar refrain. She berated herself for the poor financial decisions that had led her to this house – a fixer-upper, when she lacked the skill or time. Every chipped tile, every uneven floorboard, was a jab at her lack of ability.

She was exploring the downstairs, and found a curious section of the wall. She tapped it, and it opened, revealing a room that seemed to have no function. The room was mostly empty, save for a small, iron-bound chest. Inside was a collection of worn-out tools. A hammer, a saw, a wrench. She knew what to do, but as usual, she had left it too late. She had so many projects, and so little time.

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