David slumped against the wall of the conference hall, feeling a cold dread seep into his bones. His "self-stirring coffee mug" – his pride and joy – was currently being showcased alongside a near-identical model, complete with the same ridiculous color scheme, by a man in a superior-looking suit.

He felt a deep sense of inadequacy wash over him, a feeling that ate at his core. He hadn't bothered to check the patent records. He was such a fool. The crowd murmured around him.

He excused himself to go to the bathroom. He needed to wash his face, to get away from the incessant noise.

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