He fidgeted with the pen on the desk, clicking it repeatedly. The sound echoed in his ears, a frantic rhythm against his racing heart. He refused to look up. He focused on the patterns in the rug, the slight imperfections in the wood of the desk. Every detail screamed of how absurd this situation was. The therapist, whose laughter had once fueled his misery, was now patiently waiting, her gaze steady and unwavering. The irony of it all almost made him laugh, except he was too close to tears.

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