The antique music box sat on her desk, nestled amongst a pile of ungraded papers. Mrs. Gable stared at it, her cheeks flushing a deep crimson. It was from Kyle, a student notorious for his pranks, the very boy she'd publicly corrected for disrupting her lesson on the Pythagorean theorem. Now, a gift. She felt a prickle of sweat form on her brow. Why? What game was he playing? Gingerly, she lifted the lid. A tinkling melody filled the otherwise silent classroom, and inside, a tiny ballerina twirled, mirroring the dizzying sensation churning in her stomach.

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