The faded, yellowed paper felt brittle under Eleanor’s fingertips. She’d found it tucked away in a shoebox at the back of the closet, the words scrawled in her partner, David’s, familiar hand. “Swim with dolphins,” it read, followed by a list of other adventures. Her breath hitched.

She sat on the edge of the bed, the list a stark contrast to her own life, which lately had been a loop of work and quiet evenings. A wave of inadequacy washed over her as she thought about her own aspirations. Had she ever even made a list?

Her gaze flickered over the neat, precise handwriting. It seemed so purposeful, so vibrant, and then drifted back to her reflection in the mirror, where she saw a woman who felt increasingly…stuck. She crumpled the list in her hand, the paper crackling, then smoothed it out, a fresh wave of guilt rising.

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