The attic air tasted of dust and forgotten things. Amelia coughed, waving away a plume that had erupted from a trunk. Inside, nestled amongst moth-eaten shawls and faded photographs, she found it – her mother's bucket list, scribbled in elegant, looping handwriting. "See the Northern Lights," it began. Amelia's shoulders slumped. She'd spent the last year meticulously organizing her mother's affairs, a task she'd approached with a grim, joyless efficiency. She felt a familiar knot tighten in her stomach.

She ran her finger down the list. "Learn to play the ukulele." Amelia had always been too busy, too practical. "Write a novel." A hollow laugh escaped her. Amelia, who struggled to write a grocery list without feeling inadequate. The list stretched on, a testament to a life lived differently, a life of dreams she'd never allowed herself.

Her reflection in a dusty mirror caught her eye. She looked gaunt, her eyes shadowed. She’d always been the responsible one, the achiever. Now, staring at her own face, she saw only a pale imitation of what she thought she should be.

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