I walked into the team party, the noise and laughter suddenly grating. My smile felt like a mask, glued to my face. Everyone was celebrating; their dreams realized. I nodded and offered a strained congratulations, each word like sand in my throat.

I couldn’t bring myself to make eye contact with anyone. I kept my gaze fixed on my shoes, wishing a hole would open and swallow me whole. The aroma of pizza and the loud music were nauseating. I squeezed my way through the throng, pretending to be searching for a friend.

The closer I got to the door, the more my heart raced. I had to leave. I had to get away from this celebratory atmosphere. I had to hide.

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