Liam stared at his phone, the text message from his brother a brutal splash of cold water. *Party's off, something came up. Sorry, bro.* He'd told everyone, organized everything, even ordered the ridiculous birthday cake shaped like a giant taco, specifically requested by his sister. Now, he was left holding the bag – or rather, the useless stack of party supplies in his car.

He slammed his fist against the steering wheel. The sudden impact surprised him. His face flushed a deep crimson. The thought of facing his sister, of explaining why the massive surprise he'd promised wouldn't happen, made his stomach churn. He could practically feel the judgment emanating from her, even from miles away.

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