The coffee tasted like ash in her mouth. She slammed the mug down on the kitchen counter, the ceramic clattering against the granite. Her cheeks were burning, a heat radiating from the tips of her ears. Even the way she'd poured the coffee, the slight tremor in her hand, felt like another failure. This was it. The culmination of everything she'd always worried about. Her teenage diary, filled with awkward poetry and desperate pleas for attention, was plastered across a website she’d never even heard of.

Her fingers, suddenly clumsy, fumbled with her phone. The headline blared, "Lost Diaries of [Her Name]." Below, a grainy photo of the diary cover, a childish drawing she’d considered a masterpiece at the time. A wave of nausea rolled through her. She wanted to disappear, to rewind time to a point before she’d ever dared to dream.

She spent the morning huddled in her duvet. Even the sunlight filtering through her blinds felt like an unwanted spotlight. Every shadow seemed to hold the echoes of her younger, more vulnerable self, a self she now despised. Each sentence, each misspelled word, was a fresh wound, a reminder of all the foolishness she'd carried.

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