The envelope, thick and cream-colored, had promised so much. Now, clutched in her hand, it felt like a cruel joke. The publisher’s logo, once a beacon of aspiration, now seemed to sneer at her.

She retreated to her bedroom, the door closing with a definitive click. Her fingers fumbled with the clasp, as if each movement was a test of her worthiness. The letter, penned in a politely dismissive tone, offered hollow praise and then, the inevitable: “We regret…”

Her reflection in the mirror was a stranger. Eyes rimmed with red, a mouth that was pulled down at the corners. The novel, her novel, now felt like a embarrassing secret, something to be buried and forgotten. She hated the way she looked, the way she felt.

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