The scent of burning incense filled Sarah’s grandmother's small, cluttered apartment, a smell she usually found comforting. Today, it was nauseating. Her grandmother, Ruth, was going to become a Hare Krishna. Sarah felt a tremor run through her.

She sat stiffly on the floral-patterned sofa, watching Ruth dance around the room, chanting and swaying. She felt a deep, uncomfortable prickle. Her grandmother had always been her rock, the voice of reason. Now, her eyes shone with an alien intensity. Was she not enough? Not interesting enough?

Sarah found herself picking at the threadbare armrest, the rough texture a distraction from the churning in her gut. She’d always struggled to measure up to her grandmother’s energy, her boundless optimism. Now, she felt like a pale imitation, a shadow cast by a brighter, more vibrant light. She wanted to scream, to lash out, but instead, she bit down on her lip, a wave of sadness washing over her.

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