The rejection email sat, a digital serpent, coiled at the bottom of her inbox. Amelia hovered, finger trembling over the delete button. It felt so… permanent. She’d envisioned the crisp white pages of her novel gracing their shelves, not this curt message.

Her stomach churned. It was the same familiar lurch she got before a particularly scathing critique in her writing group. She re-read the publisher's brief, impersonal assessment. The pacing needed work. The characters were… underdeveloped. She slumped in her chair, the light from the monitor casting a harsh pallor on her face.

She dragged herself to the kitchen, seeking solace in a cup of tea. It burned her tongue, and she barely registered the taste. Everything felt lackluster. Her apartment, usually a haven, now seemed cramped and stale. The manuscript, once a source of pride, now felt like a lead weight in her chest.

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