"Welcome aboard, Mark!" The jovial words of his new team leader in marketing felt hollow to Mark. He'd been a top performer in sales, but this felt different. The creative briefs, the jargon, the constant brainstorming sessions – it was a world away from the familiar comfort of closing deals. He spent his first few days meticulously crafting emails, agonising over every word, convinced they would reveal his lack of marketing knowledge. He developed a nervous habit of fiddling with his pen, the click-click-click a rhythm of his growing discomfort.

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