He felt his cheeks flush. This was the pinnacle of indignity. The new guy, a smug-looking fellow with a perfectly knotted tie, was already better at the job than he was. He could see it in the way the new guy typed, the confident way he answered the phone, the easy rapport he seemed to have with everyone. “Alright, so let’s troubleshoot this again,” the new guy said, gesturing to the complex software. His predecessor, who was currently the one meant to be training him, could barely meet his gaze. A bead of sweat trickled down his temple. He wished the floor would open up and swallow him whole.

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