“Okay, so, the customer database…?” I began, my voice wavering. My palms were slick with perspiration. Across the desk, Liam, my replacement, just smiled. He was so young, so… eager. He had that shine of ambition, that gleam of fresh beginnings, that I, apparently, no longer possessed. Every question he asked felt like a subtle judgment, a gentle confirmation of my impending obsolescence. I pulled at the collar of my shirt, a futile attempt to alleviate the sudden constriction in my chest.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193