James stared at the unfamiliar name on the screen. He was seated at his kitchen table and had barely eaten. The news had stolen his appetite. He'd never really thought about adoption, never considered that his family might not be his biological kin. But there it was. A new name. A new family tree. A brand new, and unwelcome, reality.

His parents. He tried to picture them. He'd always known them as his own. He thought of his childhood, his brother, the Christmas holidays. Were they real? Or were they just… something else entirely? A knot tightened in his throat, making it difficult to breathe. He felt small, insignificant. He hated the feeling.

He picked up the empty coffee mug and hurled it against the wall. The ceramic shattered, the sound echoing in the stillness. He slumped back into his chair, the pieces of his life scattered around him.

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