He’d almost missed the orientation, but David had promised his son, Ethan. Now, as Mr. Peterson, his former fourth-grade teacher, launched into his welcome speech, David's blood ran cold. The man looked exactly the same, down to the tweed jacket and the perpetually optimistic tone. David wanted to teleport out of the room. He sank lower in his chair, hoping to become invisible.

Ethan, completely unburdened by this historical context, tugged on his arm. “Dad, did you have Mr. Peterson too?”

David mumbled something incoherent, trying to sound as nonchalant as possible. He could practically feel the ghosts of embarrassing classroom incidents swirling around him. He recalled the disastrous science fair project involving exploding baking soda volcanoes, and his cheeks flushed crimson. He avoided eye contact with Mr. Peterson, desperately wishing he could rewind time.

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