She found the capsule while clearing out her late grandmother's attic. The box was sealed tight, and the discovery stirred a fresh wave of grief. Her own life felt so small next to the grand stories of the woman she’d loved.

Inside, amongst her grandmother’s things, was a collection of letters. They were written by her, to herself. She began reading, each line echoing her own vulnerabilities and failures. She felt the familiar sting of tears.

The letters were full of hopes, dreams and anxieties that echoed her own. She was left to question what of this life she was actually living.

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