The antique desk creaked as Amelia leaned on it, the worn wood cool against her cheek. Sunlight, already fading toward dusk, slanted across the letter, illuminating the elegant script she’d memorized years ago. The paper, fragile with age, crackled softly as she unfolded it again. She re-read the words, each sentence a fresh sting, a reminder of the day she'd failed, the day she hadn't been enough. Her jaw clenched. She knew she should just throw it away, but the paper seemed to hold her hand captive.

The tremor in her fingers intensified as she traced the signature – a name that still echoed with the sting of betrayal, a name she'd blamed. She'd built a fortress of resentment around it, but now? Now, the fortress felt more like a prison. The regret, like a persistent weed, constantly found its way to surface. She sighed, a small, defeated sound. This letter, the apology, was a gift she didn't deserve.

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