The email sat in her inbox, a cold, digital accusation. Scholarship Revoked. Her hands, clammy, fumbled with the mouse. Each click felt like a nail in her coffin. The university's generic apology was a bland, useless formality. She scrolled, seeking some detail, some explanation beyond the vaguely worded "administrative error". She found none.

Later, she stared at her reflection. The dark circles under her eyes seemed to deepen, amplifying the fatigue that clawed at her. *Did I even deserve it?* The thought, a venomous serpent, hissed in her mind. She ran a hand through her already tangled hair, the familiar gesture of frustration failing to soothe the knot in her stomach.

She decided to skip dinner, feigning a headache. The silence of her dorm room, once a sanctuary, now felt oppressive. Every shadow seemed to mock her, every rustle of leaves outside her window a whispered judgment. She felt the sudden urge to disappear, to vanish into the anonymity of the night.

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