He’d been enjoying a rare moment of peace, reading a book in his favourite armchair, when the doorbell rang. The delivery man handed him the package and left. He tore it open, expecting an ordered book, and found instead a slim, handwritten letter. His fingers went numb.

He felt a sudden, overwhelming urge to smash something. He balled his fist, barely resisting the urge to hurl it at the wall. The book slid from his lap, landing with a soft thud. He stood, his chest tight, his breathing shallow. He felt trapped, cornered. The world tilted slightly on its axis. He didn't know what to do.

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