Her heart hammered in her chest. The request was from Mark, a name she hadn't thought about in years. The boy who had made her teenage years a living hell. She was finally enjoying a quiet evening at home, and now, this. She quickly shut down the laptop, feeling her breath catch.

She wanted to scream, to lash out, to do anything to banish the unwelcome visitor. Her eyes darted around the room, as if expecting him to materialize. She felt the familiar sting of long-buried shame and humiliation, an unwelcome and unwelcome guest.

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