The silence in the classroom was deafening. Anna’s name was on the list. The list of students under investigation. The blood drained from her face as she sat at her desk, staring at the empty notebook in front of her.

She found herself replaying the events of that semester in her mind, the frantic research, the sleepless nights, the moments where she took the easier path. The world seemed to shrink around her. It was a suffocating feeling.

She wanted to disappear, to melt into the floor. She gripped her pen so hard the plastic creaked. She just wanted to go home and never come back. The shame was a physical entity.

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